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João Xavier. He completed his PhD in Electrical and Computer Engineering in 2002 from the University of Lisbon Instituto Superior Técnico. He is Associate Professor at the University of Lisbon Instituto Superior Técnico. He published 115 articles in specialized journals. He supervised 7 doctoral thesis(s). He supervised 4 master's thesis(s). He works in the area(s) of Engineering Sciences and Technologies with an emphasis on Electrical, Electronic and Computer Engineering with an emphasis on Hardware and Computer Architecture. In his professional activities, he interacted with 94 collaborator(s) in co-authoring scientific works. In your Science Vitae curriculum, the most frequent terms in the context of scientific, technological and artistic-cultural production are: Riemannian Geometry; Non-differentiable Optimization; Signal and Image Processing; Probability on Differentiable Varieties; Estimation in Sensor Networks; Urban Pollution Monitoring; Distributed Sampling and Processing; Sampling in Mobile Sensor Networks; Wireless Broadband Communications; Systems with Multiple Antennas; Channel Estimation; Frequency Synchronization; Operation and Management of Business Networks; IP/TV Access Network; Network Abstraction; Probabilistic Graphical Models; Selection of more informative sensors; Security of cyber-physical systems; Information theory; Distributed actuation and sensing; Control; Water distribution channels; Distributed optimization; Fault tolerant system; Cyber-Physical Systems; Optimal Distributed Control; Multi-vehicle systems (aircraft and submarines); power systems;
Identification

Personal identification

Full name
João Xavier

Citation names

  • Xavier, João

Author identifiers

Ciência ID
D515-20D7-9A3E
ORCID iD
0000-0002-9669-8532

Knowledge fields

  • Engineering and Technology - Electrotechnical Engineering, Electronics and Informatics - Computer Hardware and Architecture

Languages

Language Speaking Reading Writing Listening Peer-review
Portuguese (Mother tongue)
English Advanced (C1) Advanced (C1) Advanced (C1) Advanced (C1)
French Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2) Upper intermediate (B2)
Education
Degree Classification
2002
Concluded
Engenharia Electrotécnica e de Computadores (Doutoramento)
Major in Sem especialidade
Universidade de Lisboa Instituto Superior Técnico, Portugal
"Blind Identification of Mimo Channels Based on 2nd Order Statistics and Colored Inputs the Riemannian Geometry of Algorithms, Performance Analysis and Bounds Over the Quotient Manifold of Identifiable Channel Classes" (THESIS/DISSERTATION)
Affiliation

Teaching in Higher Education

Category
Host institution
Employer
2016 - Current Associate Professor (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
2017 - 2019 Associate Professor (University Teacher) Universidade de Lisboa, Portugal
2016 - 2017 Assistant Professor (University Teacher) Universidade de Lisboa, Portugal
2013 - 2016 Assistant Professor (University Teacher) Universidade de Lisboa Instituto Superior Técnico, Portugal
Projects

Contract

Designation Funders
2018/08/15 - 2021/08/14 Controlo Óptimo Distribuído para Aplicações em Sistemas Ciber-Físicos
PTDC/EEI-AUT/31411/2017
Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Universidade do Porto, Portugal
Fundação para a Ciência e a Tecnologia
Ongoing
2013/04/01 - 2015/07/31 Optimização Distribuída e Controlo de Sistemas de Distribuição de Água de Larga Escala
PTDC/EMS-CRO/2042/2012
Instituto de Engenharia Mecânica, Portugal

Instituto de Engenharia Mecânica, Portugal

Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento em Lisboa, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Universidade de Évora, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/11/01 - 2014/04/30 Novas metodologias de processamento de informação para redes inteligentes de sensores
CMU-PT/SIA/0026/2009
Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal

Instituto de Telecomunicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/09/01 - 2013/08/31 NeTS: Próxima Geração de Operação e Gestão de Redes
CMU-PT/RNQ/0029/2009
Instituto de Engenharia de Sistemas e Computadores, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Instituto de Telecomunicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/03/01 - 2013/08/31 URBISNET - Monitorização ambiental em meios urbanos usando uma infraestrutura de transportes públicos
PTDC/EEA-CRO/104243/2008
Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal

Instituto de Telecomunicações, Portugal

Instituto de Soldadura e Qualidade, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2010/03/01 - 2013/08/31 ADCOD - Projecto de Códigos e Receptores Avançados para Transmissão em Canais Rádio Selectivos
PTDC/EEA-TEL/099973/2008
Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal

Instituto de Telecomunicações, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2011/01/01 - 2012/12/31 Projecto Estratégico - LA 9 - 2011-2012
PEst-OE/EEI/LA0009/2011
Fundação da Faculdade de Ciências da Universidade de Lisboa, Portugal

Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade da Madeira Madeira Interactive Technologies Institute, Portugal

Associação do Instituto Superior Técnico para a Investigação e Desenvolvimento, Portugal

Instituto do Mar, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
2008/01/01 - 2010/12/31 SIPM - Processamento de Sinal e Imagem em Variedades Diferenciais
PTDC/EEA-ACR/73749/2006
Universidade de Lisboa Instituto Superior Técnico, Portugal

Universidade de Lisboa Instituto de Sistemas e Robótica, Portugal
Fundação para a Ciência e a Tecnologia
Concluded
Outputs

Publications

Conference paper
  1. Swenson, B.; Kar, S.; Xavier, J.. "Computationally efficient learning in large-scale games: Sampled fictitious play revisited". 2017.
    10.1109/ACSSC.2016.7869565
  2. Santos, A.A.; Kar, S.; Moura, J.M.F.; Xavier, J.. "Thermodynamic limit of interacting particle systems over dynamical networks". 2017.
    10.1109/ACSSC.2016.7869517
  3. Swenson, B.; Kar, S.; Xavier, J.. "On asynchronous implementations of fictitious play for distributed learning". 2016.
    10.1109/ACSSC.2015.7421314
  4. Santos, A.; Moura, J.M.F.; Xavier, J.M.F.. "Sufficient condition for survival of the fittest in a bi-virus epidemics". 2016.
    10.1109/ACSSC.2015.7421357
  5. Swenson, B.; Kar, S.; Xavier, J.. "Game-theoretic learning in a distributed-information setting: Distributed convergence to mean-centric equilibria". 2015.
    10.1109/ACSSC.2014.7094739
  6. Lemos, J.S.; Rosario, F.; Monteiro, F.A.; Xavier, J.; Rodrigues, A.. "Massive MIMO full-duplex relaying with optimal power allocation for independent multipairs". 2015.
    10.1109/SPAWC.2015.7227049
  7. Zejnilovic, S.; Xavier, J.; Gomes, J.; Sinopoli, B.. "Selecting observers for source localization via error exponents". 2015.
    10.1109/ISIT.2015.7282990
  8. Swensony, B.; Kar, S.; Xavier, J.. "On robustness properties in Empirical Centroid Fictitious Play". 2015.
    10.1109/CDC.2015.7402719
  9. Swenson, B.; Kar, S.; Xavier, J.. "A computationally efficient implementation of fictitious play in a distributed setting". 2015.
    10.1109/EUSIPCO.2015.7362542
  10. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Distributed Nesterov gradient methods for random networks: Convergence in probability and convergence rates". 2014.
    10.1109/ICASSP.2014.6853849
  11. Soares, C.; Xavier, J.; Gomes, J.. "Distributed, simple and stable network localization". 2014.
    10.1109/GlobalSIP.2014.7032222
  12. Swenson, B.; Kar, S.; Xavier, J.. "Strong convergence to mixed equilibria in fictitious play". 2014.
    10.1109/CISS.2014.6814123
  13. Costa, R.P.; Lemos, J.M.; Mota, J.F.C.; Xavier, J.M.F.. "D-ADMM based distributed MPC with input-output models". 2014.
    10.1109/CCA.2014.6981422
  14. Swensony, B.; Kar, S.; Xavier, J.. "Mean-centric equilibrium: An equilibrium concept for learning in large-scale games". 2013.
    10.1109/GlobalSIP.2013.6736942
  15. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "Distributed compressed sensing algorithms: Completing the puzzle". 2013.
    10.1109/GlobalSIP.2013.6736966
  16. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Distributed augmented Lagrangian algorithms: Convergence rate". 2013.
    10.1109/GlobalSIP.2013.6736940
  17. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "A unified algorithmic approach to distributed optimization". 2013.
    10.1109/GlobalSIP.2013.6736951
  18. Ferreira, R.; Xavier, J.; Costeira, J.. "Shape from motion of nonrigid objects: The case of isometrically deformable flat surfaces". 2009.
    10.5244/C.23.40
  19. Oliveira, R.; Costeira, J.; Xavier, J.. "Contour point tracking by enforcement of rigidity constraints". 2005.
    10.1109/3DIM.2005.27
  20. Putrão, T.; Xavier, J.; Barroso, V.. "An interior point method for joint symbol detection and multichannel acquisition in fast-fading narrowband channels". 2004.
    10.1109/SPAWC.2003.1318947
  21. Xavier, J.; Barroso, V.. "Blind identification of MIMO channels based on correlative coding: Performance analysis". 2001.
    10.1109/SPAWC.2001.923846
  22. Xavier, J.; Barroso, V.. "Low complexity blind minimum variance zero forcing equalization of SIMO channels". 1998.
    10.1109/ISIT.1998.708865
Journal article
  1. Francisco Andrade; Mario A. T. Figueiredo; Joao Xavier. "Distributed Banach-Picard Iteration: Application to Distributed Parameter Estimation and PCA". IEEE Transactions on Signal Processing (2023): https://doi.org/10.1109/TSP.2023.3239806.
    10.1109/TSP.2023.3239806
  2. Andrade, F.D.L.; Figueiredo, M.; Xavier, J.. "Distributed Banach-Picard Iteration for locally contractive maps". IEEE Transactions on Automatic Control (2022): http://www.scopus.com/inward/record.url?eid=2-s2.0-85125351884&partnerID=MN8TOARS.
    10.1109/TAC.2022.3152722
  3. Joao Domingos; Claudia Soares; Joao Xavier. "Robust Localization With Bounded Noise: Creating a Superset of the Possible Target Positions via Linear-Fractional Representations". IEEE Transactions on Signal Processing (2022): https://doi.org/10.1109/TSP.2022.3185899.
    10.1109/TSP.2022.3185899
  4. Dusan Jakovetic; Dragana Bajovic; Joao Xavier; Jose M. F. Moura. "Primal–Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics". Proceedings of the IEEE 108 11 (2020): 1923-1938. https://doi.org/10.1109/JPROC.2020.3007395.
    10.1109/JPROC.2020.3007395
  5. Lucas Balthazar; Joao Xavier; Bruno Sinopoli Sinopoli. "Distributed Linear Estimation Via a Roaming Token". IEEE Transactions on Signal Processing 68 (2020): 780-792. https://doi.org/10.1109/TSP.2020.2965295.
    10.1109/TSP.2020.2965295
  6. Antonio Simoes; Joao Xavier. "FADE: Fast and Asymptotically Efficient Distributed Estimator for Dynamic Networks". IEEE Transactions on Signal Processing 67 8 (2019): 2080-2092. https://doi.org/10.1109/TSP.2019.2901355.
    10.1109/TSP.2019.2901355
  7. Ines Almeida; Joao Xavier. "DJAM: Distributed Jacobi Asynchronous Method for Learning Personal Models". IEEE Signal Processing Letters 25 9 (2018): 1389-1392. https://doi.org/10.1109/LSP.2018.2859596.
    10.1109/LSP.2018.2859596
  8. Brian Swenson; Soummya Kar; Joao Xavier. "Single Sample Fictitious Play". IEEE Transactions on Automatic Control 62 11 (2017): 6026-6031. https://doi.org/10.1109/TAC.2017.2709548.
    10.1109/TAC.2017.2709548
  9. Guerreiro, P.; Xavier, J.. "Distributed Learning With Time Correlated Information". IEEE Signal Processing Letters 24 11 (2017): 1636-1640. http://www.scopus.com/inward/record.url?eid=2-s2.0-85030312467&partnerID=MN8TOARS.
    10.1109/LSP.2017.2751086
  10. Swenson, B.; Kar, S.; Xavier, J.; Leslie, D.S.. "Robustness properties in fictitious-play-type algorithms". SIAM Journal on Control and Optimization 55 5 (2017): 3295-3318. http://www.scopus.com/inward/record.url?eid=2-s2.0-85053520862&partnerID=MN8TOARS.
    10.1137/16M1093227
  11. Xavier, João. "Distributed inference over directed networks: performance limits and optimal design". IEEE Transactions on Signal Processing (2016):
    10.1109/TSP.2016.2543209
  12. Stošic, M.; Xavier, J.; Dodig, M.. "Projection on the intersection of convex sets". Linear Algebra and Its Applications 509 (2016): 191-205. http://www.scopus.com/inward/record.url?eid=2-s2.0-84981294048&partnerID=MN8TOARS.
    10.1016/j.laa.2016.07.023
  13. Soares, C.; Xavier, J.; Gomes, J.. "Simple and Fast Convex Relaxation Method for Cooperative Localization in Sensor Networks Using Range Measurements". IEEE Transactions on Signal Processing 63 17 (2015): 4532-4543. http://www.scopus.com/inward/record.url?eid=2-s2.0-84937961384&partnerID=MN8TOARS.
    10.1109/TSP.2015.2454853
  14. Swenson, B.; Kar, S.; Xavier, J.. "Empirical centroid fictitious play: An approach for distributed learning in multi-agent games". IEEE Transactions on Signal Processing 63 15 (2015): 3888-3901. http://www.scopus.com/inward/record.url?eid=2-s2.0-84934326126&partnerID=MN8TOARS.
    10.1109/TSP.2015.2434327
  15. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "Distributed Optimization with Local Domains: Applications in MPC and Network Flows". IEEE Transactions on Automatic Control 60 7 (2015): 2004-2009. http://www.scopus.com/inward/record.url?eid=2-s2.0-84934300804&partnerID=MN8TOARS.
    10.1109/TAC.2014.2365686
  16. Dodig, M.; Stošic, M.; Xavier, J.. "On minimizing a quadratic function on Stiefel manifold". Linear Algebra and Its Applications 475 (2015): 251-264. http://www.scopus.com/inward/record.url?eid=2-s2.0-84924303288&partnerID=MN8TOARS.
    10.1016/j.laa.2015.02.028
  17. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms". IEEE Transactions on Automatic Control 60 4 (2015): 922-936. http://www.scopus.com/inward/record.url?eid=2-s2.0-84926341179&partnerID=MN8TOARS.
    10.1109/TAC.2014.2363299
  18. Santos, A.; Moura, J.M.F.; Xavier, J.M.F.. "Bi-virus SIS epidemics over networks: Qualitative analysis". IEEE Transactions on Network Science and Engineering 2 1 (2015): 17-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-84928729744&partnerID=MN8TOARS.
    10.1109/TNSE.2015.2406252
  19. Hartmann, A.; Lemos, J.M.; Costa, R.S.; Xavier, J.; Vinga, S.. "Identification of switched ARX models via convex optimization and expectation maximization". Journal of Process Control 28 (2015): 9-16. http://www.scopus.com/inward/record.url?eid=2-s2.0-84924427452&partnerID=MN8TOARS.
    10.1016/j.jprocont.2015.02.003
  20. Ahmad, A.; Xavier, J.; Santos-Victor, J.; Lima, P.. "3D to 2D bijection for spherical objects under equidistant fisheye projection". Computer Vision and Image Understanding 125 (2014): 172-183. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901953520&partnerID=MN8TOARS.
    10.1016/j.cviu.2014.04.004
  21. Jakovetic, D.; Xavier, J.M.F.; Moura, J.M.F.. "Convergence rates of distributed nesterov-like gradient methods on random networks". IEEE Transactions on Signal Processing 62 4 (2014): 868-882. http://www.scopus.com/inward/record.url?eid=2-s2.0-84893478851&partnerID=MN8TOARS.
    10.1109/TSP.2013.2291221
  22. Oguz-Ekim, P.; Gomes, J.P.; Xavier, J.; Stošic, M.; Oliveira, P.. "An angular approach for range-based approximate maximum likelihood source localization through convex relaxation". IEEE Transactions on Wireless Communications 13 7 (2014): 3951-3964. http://www.scopus.com/inward/record.url?eid=2-s2.0-84904290175&partnerID=MN8TOARS.
    10.1109/TWC.2014.2314653
  23. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Fast distributed gradient methods". IEEE Transactions on Automatic Control 59 5 (2014): 1131-1146. http://www.scopus.com/inward/record.url?eid=2-s2.0-84893505377&partnerID=MN8TOARS.
    10.1109/TAC.2014.2298712
  24. Bajovic, D.; Xavier, J.; Moura, J.M.F.; Sinopoli, B.. "Consensus and products of random stochastic matrices: Exact rate for convergence in probability". IEEE Transactions on Signal Processing 61 10 (2013): 2557-2571. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876147050&partnerID=MN8TOARS.
    10.1109/TSP.2013.2248003
  25. Ferreira, R.; Xavier, J.; Costeira, J.P.; Barroso, V.. "Newton algorithms for riemannian distance related problems on connected locally symmetric manifolds". IEEE Journal on Selected Topics in Signal Processing 7 4 (2013): 634-645. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880874021&partnerID=MN8TOARS.
    10.1109/JSTSP.2013.2261799
  26. Reboredo, H.; Xavier, J.; Rodrigues, M.R.D.. "Filter design with secrecy constraints: The MIMO Gaussian wiretap channel". IEEE Transactions on Signal Processing 61 15 (2013): 3799-3814. http://www.scopus.com/inward/record.url?eid=2-s2.0-84880560795&partnerID=MN8TOARS.
    10.1109/TSP.2013.2262275
  27. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Püschel, M.. "D-ADMM: A communication-efficient distributed algorithm for separable optimization". IEEE Transactions on Signal Processing 61 10 (2013): 2718-2723. http://www.scopus.com/inward/record.url?eid=2-s2.0-84948952391&partnerID=MN8TOARS.
    10.1109/TSP.2013.2254478
  28. Ekim, P.O.; Gomes, J.; Xavier, J.; Oliveira, P.. "Experimental evaluation of simultaneous 3D localization of sensor nodes and tracking moving targets". European Signal Processing Conference (2012): 180-184. http://www.scopus.com/inward/record.url?eid=2-s2.0-84869847800&partnerID=MN8TOARS.
  29. Reboredo, H.; Rodrigues, M.R.D.; Xavier, J.. "Filter design with secrecy constraints: Zero-forcing constraint at the legitimate receiver". IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC (2012): 359-363. http://www.scopus.com/inward/record.url?eid=2-s2.0-84868009196&partnerID=MN8TOARS.
    10.1109/SPAWC.2012.6292927
  30. Swenson, B.; Kar, S.; Xavier, J.. "Distributed learning in large-scale multi-agent games: A modified fictitious play approach". Conference Record - Asilomar Conference on Signals, Systems and Computers (2012): 1490-1495. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876269571&partnerID=MN8TOARS.
    10.1109/ACSSC.2012.6489275
  31. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "ADMM for consensus on colored networks". Proceedings of the IEEE Conference on Decision and Control (2012): 5116-5121. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874235676&partnerID=MN8TOARS.
    10.1109/CDC.2012.6426225
  32. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Distributed detection over noisy networks: Large deviations analysis". IEEE Transactions on Signal Processing 60 8 (2012): 4306-4320. http://www.scopus.com/inward/record.url?eid=2-s2.0-84861393303&partnerID=MN8TOARS.
    10.1109/TSP.2012.2197395
  33. Del Bue, A.; Xavier, J.; Agapito, L.; Paladini, M.. "Bilinear modeling via augmented lagrange multipliers (BALM)". IEEE Transactions on Pattern Analysis and Machine Intelligence 34 8 (2012): 1496-1508. http://www.scopus.com/inward/record.url?eid=2-s2.0-84862653464&partnerID=MN8TOARS.
    10.1109/TPAMI.2011.238
  34. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Püschel, M.. "D-ADMM: A distributed algorithm for compressed sensing and other separable optimization problems". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2012): 2869-2872. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867598391&partnerID=MN8TOARS.
    10.1109/ICASSP.2012.6288516
  35. Bajovic, D.; Jakovetic, D.; Moura, J.M.F.; Xavier, J.; Sinopoli, B.. "Large deviations performance of consensus+innovations distributed detection with non-gaussian observations". IEEE Transactions on Signal Processing 60 11 (2012): 5987-6002. http://www.scopus.com/inward/record.url?eid=2-s2.0-84867527158&partnerID=MN8TOARS.
    10.1109/TSP.2012.2210885
  36. Bajovic, D.; Xavier, J.; Moura, J.M.F.; Sinopoli, B.. "Exact rate for convergence in probability of averaging processes via generalized min-cut". Proceedings of the IEEE Conference on Decision and Control (2012): 2718-2725. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874232987&partnerID=MN8TOARS.
    10.1109/CDC.2012.6425877
  37. Bajovic, D.; Xavier, J.; Sinopoli, B.. "Products of stochastic matrices: Exact rate for convergence in probability for directed networks". 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings (2012): 883-886. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874144307&partnerID=MN8TOARS.
    10.1109/TELFOR.2012.6419349
  38. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Distributed Nesterov-like gradient algorithms". Proceedings of the IEEE Conference on Decision and Control (2012): 5459-5464. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874273368&partnerID=MN8TOARS.
    10.1109/CDC.2012.6425938
  39. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "Distributed ADMM for model predictive control and congestion control". Proceedings of the IEEE Conference on Decision and Control (2012): 5110-5115. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874223032&partnerID=MN8TOARS.
    10.1109/CDC.2012.6426141
  40. Bajovic, D.; Xavier, J.; Sinopoli, B.. "Products of stochastic matrices: Large deviation rate for Markov chain temporal dependencies". 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012 (2012): 724-729. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875722938&partnerID=MN8TOARS.
    10.1109/Allerton.2012.6483290
  41. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Convergence rate analysis of distributed gradient methods for smooth optimization". 2012 20th Telecommunications Forum, TELFOR 2012 - Proceedings (2012): 867-870. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874185511&partnerID=MN8TOARS.
    10.1109/TELFOR.2012.6419345
  42. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Consensus+innovations detection: Phase transition under communication noise". 2012 50th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2012 (2012): 1559-1563. http://www.scopus.com/inward/record.url?eid=2-s2.0-84875711430&partnerID=MN8TOARS.
    10.1109/Allerton.2012.6483405
  43. Jakovetic, D.; Moura, J.M.F.; Xavier, J.. "Fast cooperative distributed learning". Conference Record - Asilomar Conference on Signals, Systems and Computers (2012): 1513-1517. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876240160&partnerID=MN8TOARS.
    10.1109/ACSSC.2012.6489280
  44. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Puschel, M.. "Distributed basis pursuit". IEEE Transactions on Signal Processing 60 4 (2012): 1942-1956. http://www.scopus.com/inward/record.url?eid=2-s2.0-84858317544&partnerID=MN8TOARS.
    10.1109/TSP.2011.2182347
  45. Paladini, M.; Del Bue, A.; Xavier, J.; Agapito, L.; Stošic, M.; Dodig, M.. "Optimal metric projections for deformable and articulated structure-from-motion". International Journal of Computer Vision 96 2 (2012): 252-276. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856508115&partnerID=MN8TOARS.
    10.1007/s11263-011-0468-5
  46. Rodrigues, J.J.; Kim, J.-S.; Furukawa, M.; Xavier, J.; Aguiar, P.; Kanade, T.. "6D pose estimation of textureless shiny objects using random ferns for bin-picking". IEEE International Conference on Intelligent Robots and Systems (2012): 3334-3341. http://www.scopus.com/inward/record.url?eid=2-s2.0-84872362735&partnerID=MN8TOARS.
    10.1109/IROS.2012.6385680
  47. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Cooperative convex optimization in networked systems: Augmented lagrangian algorithms with directed gossip communication". IEEE Transactions on Signal Processing 59 8 (2011): 3889-3902. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960432806&partnerID=MN8TOARS.
    10.1109/TSP.2011.2146776
  48. Reboredo, H.; Rodrigues, M.R.D.; Xavier, J.. "Design of filters for reliable and secure communications conditional mean estimation at the eavesdropper". EUROCON 2011 - International Conference on Computer as a Tool - Joint with Conftele 2011 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-79960640805&partnerID=MN8TOARS.
    10.1109/EUROCON.2011.5929337
  49. Bajovic, D.; Jakovetic, D.; Xavier, J.; Sinopoli, B.; Moura, J.M.F.. "Asymptotic performance of distributed detection over random networks". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2011): 3008-3011. http://www.scopus.com/inward/record.url?eid=2-s2.0-80051609992&partnerID=MN8TOARS.
    10.1109/ICASSP.2011.5946291
  50. Oguz-Ekim, P.; Gomes, J.P.; Xavier, J.; Oliveira, P.. "Robust localization of nodes and time-recursive tracking in sensor networks using noisy range measurements". IEEE Transactions on Signal Processing 59 8 (2011): 3930-3942. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960395703&partnerID=MN8TOARS.
    10.1109/TSP.2011.2153848
  51. Bajovic, D.; Jakovetic, D.; Moura, J.M.F.; Xavier, J.; Sinopoli, B.. "Large deviations analysis of consensus+innovations detection in random networks". 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011 (2011): 151-155. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856081345&partnerID=MN8TOARS.
    10.1109/Allerton.2011.6120162
  52. Bajovic, D.; Sinopoli, B.; Xavier, J.. "Sensor selection for event detection in wireless sensor networks". IEEE Transactions on Signal Processing 59 10 (2011): 4938-4953. http://www.scopus.com/inward/record.url?eid=2-s2.0-80052901775&partnerID=MN8TOARS.
    10.1109/TSP.2011.2160630
  53. Mota, J.F.C.; Xavier, J.M.F.; Aguiar, P.M.Q.; Püschel, M.. "Basis pursuit in sensor networks". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2011): 2916-2919. http://www.scopus.com/inward/record.url?eid=2-s2.0-80051644286&partnerID=MN8TOARS.
    10.1109/ICASSP.2011.5946267
  54. Reboredo, H.; Prabhu, V.; Rodrigues, M.R.D.; Xavier, J.. "Filter design with secrecy constraints: The multiple-input multiple-output Gaussian wiretap channel with zero forcing receive filters". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2011): 3440-3443. http://www.scopus.com/inward/record.url?eid=2-s2.0-80051611773&partnerID=MN8TOARS.
    10.1109/ICASSP.2011.5947125
  55. Bajovic, D.; Jakovetic, D.; Xavier, J.; Sinopoli, B.; Moura, J.M.F.. "Distributed detection via Gaussian running consensus: Large deviations asymptotic analysis". IEEE Transactions on Signal Processing 59 9 (2011): 4381-4396. http://www.scopus.com/inward/record.url?eid=2-s2.0-80051764442&partnerID=MN8TOARS.
    10.1109/TSP.2011.2157147
  56. Reboredo, H.; Ara, M.; Rodrigues, M.R.D.; Xavier, J.. "Filter design with secrecy constraints: The degraded multiple-input multiple-output Gaussian wiretap channel". IEEE Vehicular Technology Conference (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-80052017631&partnerID=MN8TOARS.
    10.1109/VETECS.2011.5956324
  57. Oguz-Ekim, P.; Gomes, J.; Xavier, J.; Oliveira, P.. "A convex relaxation for approximate maximum-likelihood 2D source localization from range measurements". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2010): 2698-2701. http://www.scopus.com/inward/record.url?eid=2-s2.0-78049408669&partnerID=MN8TOARS.
    10.1109/ICASSP.2010.5496240
  58. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Consensus in correlated random topologies: Weights for finite time horizon". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2010): 2974-2977. http://www.scopus.com/inward/record.url?eid=2-s2.0-78049354524&partnerID=MN8TOARS.
    10.1109/ICASSP.2010.5496139
  59. Bajovic, D.; Jakovetic, D.; Xavier, J.; Sinopoli, B.; Moura, J.M.F.. "Distributed detection over time varying networks: Large deviations analysis". 2010 48th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2010 (2010): 302-309. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952407297&partnerID=MN8TOARS.
    10.1109/ALLERTON.2010.5706921
  60. Del Bue, A.; Xavier, J.; Agapito, L.; Paladini, M.. "Bilinear factorization via augmented lagrange multipliers". Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 6314 LNCS PART 4 (2010): 283-296. http://www.scopus.com/inward/record.url?eid=2-s2.0-78149297493&partnerID=MN8TOARS.
    10.1007/978-3-642-15561-1_21
  61. Jakovetic, D.; Xavier, J.; Moura, J.M.F.. "Weight optimization for consensus algorithms with correlated switching topology". IEEE Transactions on Signal Processing 58 7 (2010): 3788-3801. http://www.scopus.com/inward/record.url?eid=2-s2.0-77953779700&partnerID=MN8TOARS.
    10.1109/TSP.2010.2046635
  62. Bajovic, D.; Sinopoli, B.; Xavier, J.. "Robust linear dimensionality reduction for hypothesis testing with application to sensor selection". 2009 47th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2009 (2009): 363-370. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949620098&partnerID=MN8TOARS.
    10.1109/ALLERTON.2009.5394788
  63. Bajovic, D.; Sinopoli, B.; Xavier, J.. "Sensor selection for hypothesis testing in wireless sensor networks: A Kullback-Leibler based approach". Proceedings of the IEEE Conference on Decision and Control (2009): 1659-1664. http://www.scopus.com/inward/record.url?eid=2-s2.0-77950838068&partnerID=MN8TOARS.
    10.1109/CDC.2009.5400743
  64. Beko, M.; Xavier, J.; Barroso, V.. "Codebook design for communication in spread and nonspread space-time block codes-based systems". Proceedings of the 2009 6th International Symposium on Wireless Communication Systems, ISWCS'09 (2009): 91-95. http://www.scopus.com/inward/record.url?eid=2-s2.0-71449122613&partnerID=MN8TOARS.
    10.1109/ISWCS.2009.5285271
  65. Paladini, M.; Bue, A.D.; Stošic, M.; Dodig, M.; Xavier, J.; Agapito, L.. "Factorization for Non-Rigid and Articulated Structure using Metric Projections". 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPR Workshops 2009 (2009): 2898-2905. http://www.scopus.com/inward/record.url?eid=2-s2.0-70450164214&partnerID=MN8TOARS.
    10.1109/CVPRW.2009.5206602
  66. Ferreira, R.; Xavier, J.; Costeira, J.. "Reconstruction of isometrically deformable flat surfaces in 3D from multiple camera images". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (2009): 749-752. http://www.scopus.com/inward/record.url?eid=2-s2.0-70349448512&partnerID=MN8TOARS.
  67. Del Bue, A.; Stosic, M.; Dodig, M.; Xavier, J.. "2D-3D registration of deformable shapes with manifold projection". Proceedings - International Conference on Image Processing, ICIP (2009): 1061-1064. http://www.scopus.com/inward/record.url?eid=2-s2.0-77951961790&partnerID=MN8TOARS.
    10.1109/ICIP.2009.5413705
  68. Oguz-Ekim, P.; Gomes, J.; Xavier, J.; Oliveira, P.. "ML-based sensor network localization and tracking: Batch and time-recursive approaches". European Signal Processing Conference (2009): 80-84. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856386731&partnerID=MN8TOARS.
  69. Rodrigues, I.; Xavier, J.; Sanches, J.. "Fluorescence Confocal Microscopy imaging denoising with photobleaching.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2008): 2205-2208. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903857773&partnerID=MN8TOARS.
  70. Seabra, J.; Xavier, J.; Sanches, J.. "Convex ultrasound image reconstruction with log-Euclidean priors.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference (2008): 435-438. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903872923&partnerID=MN8TOARS.
  71. Monteiro, N.; Gomes, J.; Xavier, J.. "Detection of statistical periodicities in DNA by Conflict and Entropy Minimization Methods". European Signal Processing Conference (2008): http://www.scopus.com/inward/record.url?eid=2-s2.0-84863756485&partnerID=MN8TOARS.
  72. Rodrigues, I.; Xavier, J.; Sanches, J.. "Fluorescence Confocal Microscopy imaging denoising with photobleaching.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2008 (2008): 2205-2208. http://www.scopus.com/inward/record.url?eid=2-s2.0-64949144526&partnerID=MN8TOARS.
  73. Rodrigues, J.J.; Xavier, J.M.F.; Aguiar, P.M.Q.. "Classification of unlabeled point sets using ansig". Proceedings - International Conference on Image Processing, ICIP (2008): 2360-2363. http://www.scopus.com/inward/record.url?eid=2-s2.0-69949173225&partnerID=MN8TOARS.
    10.1109/ICIP.2008.4712266
  74. Beko, M.; Xavier, J.; Barroso, V.. "Low SNR analysis of the non-coherent MIMO channel under arbitrary channel and noise correlation structures". IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC (2008): 485-489. http://www.scopus.com/inward/record.url?eid=2-s2.0-67649964513&partnerID=MN8TOARS.
    10.1109/SPAWC.2008.4641675
  75. Seabra, J.; Xavier, J.; Sanches, J.. "Convex ultrasound image reconstruction with log-Euclidean priors". Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology" (2008): 435-438. http://www.scopus.com/inward/record.url?eid=2-s2.0-61849118398&partnerID=MN8TOARS.
  76. Blanco-Delgado, N.; Nunes, F.D.; Xavier, J.M.. "A geometrical approach for maximum likelihood estimation of multipath". 21st International Technical Meeting of the Satellite Division of the Institute of Navigation, ION GNSS 2008 2 (2008): 939-948. http://www.scopus.com/inward/record.url?eid=2-s2.0-69949174260&partnerID=MN8TOARS.
  77. Pires, B.R.; Moura, J.M.F.; Xavier, J.. "Lasic: A model invariant framework for correspondence". Proceedings - International Conference on Image Processing, ICIP (2008): 2356-2359. http://www.scopus.com/inward/record.url?eid=2-s2.0-69949134074&partnerID=MN8TOARS.
    10.1109/ICIP.2008.4712265
  78. Rodrigues, I.; Xavier, J.; Sanches, J.. "Fluorescence confocal microscopy imaging denoising with photobleaching". Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology" (2008): 2205-2208. http://www.scopus.com/inward/record.url?eid=2-s2.0-61849146425&partnerID=MN8TOARS.
  79. Aguiar, P.M.Q.; Stošic, M.; Xavier, J.. "On singular values of partially prescribed matrices". Linear Algebra and Its Applications 429 8-9 (2008): 2136-2145. http://www.scopus.com/inward/record.url?eid=2-s2.0-49249090348&partnerID=MN8TOARS.
    10.1016/j.laa.2008.06.021
  80. Aguiar, P.M.Q.; Xavier, J.M.F.; Stosic, M.. "Spectrally optimal factorization of incomplete matrices". 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR (2008): http://www.scopus.com/inward/record.url?eid=2-s2.0-51949113107&partnerID=MN8TOARS.
    10.1109/CVPR.2008.4587675
  81. Seabra, J.; Xavier, J.; Sanches, J.. "Convex ultrasound image reconstruction with log-Euclidean priors.". Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2008 (2008): 435-438. http://www.scopus.com/inward/record.url?eid=2-s2.0-65449185447&partnerID=MN8TOARS.
  82. Aguiar, P.M.Q.; Xavier, J.M.F.; Stošic, M.. "Globally optimal solution to exploit rigidity when recovering structure from motion under occlusion". Proceedings - International Conference on Image Processing, ICIP (2008): 197-200. http://www.scopus.com/inward/record.url?eid=2-s2.0-69949116456&partnerID=MN8TOARS.
    10.1109/ICIP.2008.4711725
  83. Rodrigues, J.J.; Aguiar, P.M.Q.; Xavier, J.M.F.. "ANSIG - An analytic signature for permutation-invariant two-dimensional shape representation". 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR (2008): http://www.scopus.com/inward/record.url?eid=2-s2.0-51949084604&partnerID=MN8TOARS.
    10.1109/CVPR.2008.4587612
  84. Beko, M.; Xavier, J.; Barroso, V.A.N.. "Further results on the capacity and error probability analysis of noncoherent MIMO systems in the low SNR regime". IEEE Transactions on Signal Processing 56 7 I (2008): 2915-2930. http://www.scopus.com/inward/record.url?eid=2-s2.0-46749123188&partnerID=MN8TOARS.
    10.1109/TSP.2008.917363
  85. Oliveira, R.; Xavier, J.; Costeira, J.P.. "Multi-view correspondence by enforcement of rigidity constraints". Image and Vision Computing 25 6 (2007): 1008-1020. http://www.scopus.com/inward/record.url?eid=2-s2.0-34047272814&partnerID=MN8TOARS.
    10.1016/j.imavis.2006.07.013
  86. Beko, M.; Xavier, J.; Barroso, V.A.N.. "Noncoherent communication in multiple-antenna systems: Receiver design and codebook construction". IEEE Transactions on Signal Processing 55 12 (2007): 5703-5715. http://www.scopus.com/inward/record.url?eid=2-s2.0-36749084001&partnerID=MN8TOARS.
    10.1109/TSP.2007.901151
  87. Beko, M.; Xavier, J.; Barroso, V.. "Capacity and error probability analysis of non-coherent MIMO systems in the low SNR regime". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 3 (2007): http://www.scopus.com/inward/record.url?eid=2-s2.0-34547496228&partnerID=MN8TOARS.
    10.1109/ICASSP.2007.366558
  88. Xavier, J.; Manton, J.H.. "On the generalization of AR processes to riemannian manifolds". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 5 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-33947639022&partnerID=MN8TOARS.
  89. Beko, M.; Xavier, J.; Barroso, V.. "Codebook design for the non-coherent GLRT receiver and low SNR MIMO block fading channel". IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-48749111280&partnerID=MN8TOARS.
    10.1109/SPAWC.2006.346468
  90. Ferreira, R.; Xavier, J.; Costeira, J.P.; Barroso, V.. "Newton method for riemannian centroid computation in naturally reductive homogeneous spaces". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 3 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-33947667370&partnerID=MN8TOARS.
  91. Beko, M.; Xavier, J.; Barroso, V.. "Codebook design for non-coherent communication in multiple-antenna systems". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 4 (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-33947687080&partnerID=MN8TOARS.
  92. Alcocer, A.; Oliveira, P.; Pascoal, A.; Xavier, J.. "Estimation of attitude and position from range-only measurements using geometric descent optimization on the special Euclidean group". 2006 9th International Conference on Information Fusion, FUSION (2006): http://www.scopus.com/inward/record.url?eid=2-s2.0-39649115829&partnerID=MN8TOARS.
    10.1109/ICIF.2006.301621
  93. Alcocer, A.; Oliveira, P.; Pascoal, A.; Xavier, J.. "Maximum likelihood attitude and position estimation from pseudo-range measurements using geometric descent optimization". Proceedings of the IEEE Conference on Decision and Control (2006): 3754-3759. http://www.scopus.com/inward/record.url?eid=2-s2.0-39649124199&partnerID=MN8TOARS.
  94. Oliveira, R.; Costeira, J.; Xavier, J.. "Optimal point correspondence through the use of rank constraints". Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2 (2005): 1016-1021. http://www.scopus.com/inward/record.url?eid=2-s2.0-24644488870&partnerID=MN8TOARS.
    10.1109/CVPR.2005.264
  95. Xavier, J.; Barroso, V.. "Intrinsic Variance Lower Bound (IVLB): An extension of the Cramér-Rao bound to Riemannian manifolds". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings V (2005): http://www.scopus.com/inward/record.url?eid=2-s2.0-33646763539&partnerID=MN8TOARS.
    10.1109/ICASSP.2005.1416483
  96. Xavier, J.; Barroso, V.. "The Riemannian geometry of certain parameter estimation problems with singular Fisher information matrices". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2 (2004): http://www.scopus.com/inward/record.url?eid=2-s2.0-4644278911&partnerID=MN8TOARS.
  97. Xavier, J.; Barroso, V.. "Geodesic lower bound for parametric estimation with constraints". IEEE Workshop on Signal Processing Advances in Wireless Communications, SPAWC (2004): 469-473. http://www.scopus.com/inward/record.url?eid=2-s2.0-21644438216&partnerID=MN8TOARS.
  98. Lopes, P.; Xavier, J.; Barroso, V.. "Exploiting 2nd-order statistics in Bayesian signal reconstruction problems". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 4 (2003): 632-635. http://www.scopus.com/inward/record.url?eid=2-s2.0-0141744817&partnerID=MN8TOARS.
  99. Patrão, T.; Xavier, J.; Barroso, V.. "Blind symbol detection and channel acquisition in fast-fading wireless systems with space diversity". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 4 (2003): 513-516. http://www.scopus.com/inward/record.url?eid=2-s2.0-0141521768&partnerID=MN8TOARS.
  100. Xavier, J.; Barroso, V.. "Intrinsic distance lower bound for unbiased estimators on Riemannian manifolds". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2 (2002): http://www.scopus.com/inward/record.url?eid=2-s2.0-17544387503&partnerID=MN8TOARS.
  101. Xavier, J.; Barroso, V.; Lopes, P.; Patrão, T.. "Prewhitening of mixing matrices: Impact on the contraction of their probability mass priors". IEEE International Symposium on Information Theory - Proceedings (2002): http://www.scopus.com/inward/record.url?eid=2-s2.0-0036353605&partnerID=MN8TOARS.
  102. Xavier, J.; Barroso, V.. "Second-order blind MIMO channel identification based on correlative coding: Asymptotic performance analysis". IEEE International Symposium on Information Theory - Proceedings (2001): http://www.scopus.com/inward/record.url?eid=2-s2.0-0034850543&partnerID=MN8TOARS.
  103. Xavier, J.; Barroso, V.A.N.; Moura, J.M.F.. "Closed-form correlative coding (CFC 2) blind identification of MIMO channels: Isometry fitting to second order statistics". IEEE Transactions on Signal Processing 49 5 (2001): 1073-1086. http://www.scopus.com/inward/record.url?eid=2-s2.0-0035341042&partnerID=MN8TOARS.
    10.1109/78.917810
  104. Xavier, J.; Barroso, V.. "Performance analysis of a second order statistics based solution for the mimo channel identification problem". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 4 (2001): 2141-2144. http://www.scopus.com/inward/record.url?eid=2-s2.0-0034848526&partnerID=MN8TOARS.
  105. Xavier, J.; Barroso, V.. "Blind identification of MIMO systems based on source correlative filtering". IEEE International Symposium on Information Theory - Proceedings (2000): http://www.scopus.com/inward/record.url?eid=2-s2.0-0034446915&partnerID=MN8TOARS.
  106. Xavier, Joao; Barroso, Victor. "Semi-blind maximum likelihood separation of linear convolutive mixtures". IEEE Signal Processing Workshop on Statistical Signal and Array Processing, SSAP (2000): 329-333. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033666258&partnerID=MN8TOARS.
  107. Xavier, Joao; Barroso, Victor. "Semi-blind maximum likelihood approach for resolving linear convolutive mixtures". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 5 (2000): 2809-2812. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033708467&partnerID=MN8TOARS.
  108. Xavier, Joao; Barroso, Victor. "Polyhedral methods for blind deterministic separation of binary co-channel signals". Conference Record / IEEE Global Telecommunications Conference 4 (1999): 2269-2273. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033296463&partnerID=MN8TOARS.
  109. Xavier, Joao; Barroso, Victor. "Polyhedral concepts for deterministic blind separation of binary sources". Conference Record of the Asilomar Conference on Signals, Systems and Computers 1 (1999): 601-605. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033315811&partnerID=MN8TOARS.
  110. Barroso, Victor; Xavier, Joao. "Blind identification of MIMO channels: A closed form solution based on second order statistics". Conference Record of the Asilomar Conference on Signals, Systems and Computers 1 (1999): 70-74. http://www.scopus.com/inward/record.url?eid=2-s2.0-0033333544&partnerID=MN8TOARS.
  111. Xavier, J.; Barroso, V.. "Blind source separation, ISI cancellation and carrier phase recovery in SDMA systems for mobile communications". Wireless Personal Communications 10 1 (1999): 53-76. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032638959&partnerID=MN8TOARS.
  112. Xavier, Joao; Barroso, Victor. "Channel order independent method for blind equalization of MIMO systems". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 5 (1999): 2897-2900. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032678660&partnerID=MN8TOARS.
  113. Barroso, V.A.N.; Moura, J.M.F.; Xavier, J.. "Blind array channel division multiple access (AChDMA) for mobile communications". IEEE Transactions on Signal Processing 46 3 (1998): 737-752. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032027761&partnerID=MN8TOARS.
    10.1109/78.661339
  114. Xavier, J.M.F.; Barroso, V.A.N.; Moura, J.M.F.. "Closed-form blind channel identification and source separation in SDMA systems through correlative coding". IEEE Journal on Selected Areas in Communications 16 8 (1998): 1506-1517. http://www.scopus.com/inward/record.url?eid=2-s2.0-0032184134&partnerID=MN8TOARS.
    10.1109/49.730457
  115. Xavier, Joao; Barroso, Victor; Moura, Jose M.F.. "Closed-form blind identification of MIMO channels". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 6 (1998): 3165-3168. http://www.scopus.com/inward/record.url?eid=2-s2.0-0031625713&partnerID=MN8TOARS.
  116. Xavier, Joao; Barroso, Victor. "Blind SDMA with a signal space geometry matched algorithm". ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 5 (1997): 3437-3440. http://www.scopus.com/inward/record.url?eid=2-s2.0-0030643996&partnerID=MN8TOARS.
Newspaper article
  1. Xavier, João; Cláudia Soares; João Domingos. "Robust Localization With Bounded Noise: Creating a Superset of the Possible Target Positions via Linear-Fractional Representations", IEEE Transactions on Signal Processing, 2022

Other

Other output
  1. COCO denoiser: Using co-coercivity for variance reduction in stochastic convex optimization. 2021. Madeira, M.; Negrinho, R.; Xavier, J.; Aguiar, P.M.Q.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85115418787&partnerID=MN8TOARS.
  2. Distributed Banach-Picard Iteration: Application to Distributed EM and Distributed PCA. 2021. Andrade, F.; Figueiredo, M.A.T.; Xavier, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85124450163&partnerID=MN8TOARS.
  3. Distributed Banach-Picard Iteration for Locally Contractive Maps. 2021. Andrade, F.; Figueiredo, M.A.T.; Xavier, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85122546126&partnerID=MN8TOARS.
  4. StochaLM: a Stochastic alternate Linearization Method for distributed optimization. 2020. Almeida, I.; Xavier, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85122347324&partnerID=MN8TOARS.
  5. Primal-dual optimization methods for large-scale and distributed data analytics. 2019. Jakovetic, D.; Bajovic, D.; Xavier, J.; Moura, J.M.F.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85098359743&partnerID=MN8TOARS.
  6. Distributed estimation via a roaming token. 2018. Balthazar, L.; Xavier, J.; Sinopoli, B.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85093027071&partnerID=MN8TOARS.
  7. FADE: Fast and asymptotically efficient distributed estimator for dynamic networks. 2018. Simões, A.; Xavier, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094491155&partnerID=MN8TOARS.
  8. Preorder construct on simple undirected graphs. 2017. Santos, A.A.; Moura, J.M.F.; Xavier, J.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85094456038&partnerID=MN8TOARS.
Activities

Supervision

Thesis Title
Role
Degree Subject (Type)
Institution / Organization
2018 - Current Application-friendly methods for distributed optimization
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - Current Distributed estimation on time-varying networks: methods and tradeoffs for improved efficiency
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009 - Current Bi-virus Epidemics over Large-scale Networks: Emergent Dynamics and Qualitative Analysis
Co-supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018/01/01 - 2022/08 Distributed Banach-Picard Iteration with Applications to Inference Problems
Co-supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2020 - 2020 Processamento distribuido em larga escala
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2018 Distributed Algorithms for Collaborative Learning
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2018 - 2018 Putting a Call Centre in Peak Performance
Supervisor
Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2015 - 2015 Distributed Inference in Sensor Networks
Supervisor
Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 - 2014 Optimization Algorithms for Distributed Data Aggregation and Diffusion
Supervisor
Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2014 - 2014 Inference methods for nonintrusive load monitoring applications
Supervisor
Engenharia Electrotécnica e de Computadores (Master)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009 - 2009 Bi-virus Epidemics over Large-scale Networks: Emergent Dynamics and Qualitative Analysis
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2009 - 2009 Communication-Efficient Algorithms for Distributed Optimization
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2008 - 2008 Non- Chorent Communication in Multiple-antenna Systems: Receiver Design, Codebook Construction and Capacity Analysis
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
2007 - 2007 Large Deviations Rates for Distributed Inference
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal
2007 - 2007 Distributed Optimization: Algorithms and Convergence Rates
Supervisor
Engenharia Electrotécnica e de Computadores (PhD)
Universidade de Lisboa Instituto Superior Técnico, Portugal