Martin J. Wainwright
发表
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2015,
J. Mach. Learn. Res..
Trevor Hastie,
Martin J. Wainwright,
Robert Tibshirani,
2015
.
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2018,
NeurIPS.
Martin J. Wainwright,
Jon Feldman,
David R. Karger,
2002
.
Martin J. Wainwright,
Ashwin Pananjady,
2019
.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2007,
2007 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2019,
ArXiv.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2011,
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2006,
2006 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2002,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2019
.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2008,
IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2016,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2019,
1905.06265.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005,
math/0510521.
Martin J. Wainwright,
Michael I. Jordan,
Fanny Yang,
2017,
NIPS.
Rabab K. Ward,
Petar M. Djuric,
Ling Guan,
2006
.
Martin J. Wainwright,
Pradeep Ravikumar,
Alekh Agarwal,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2008,
2008 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
Tijana Zrnic,
2018,
ICML.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2011,
ArXiv.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2019,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Yuting Wei,
Billy Fang,
2018,
Electronic Journal of Statistics.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2008,
2008 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2017,
2018 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Nima Noorshams,
2012,
2012 IEEE International Symposium on Information Theory Proceedings.
Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran,
2007,
2007 IEEE Information Theory Workshop.
Martin J. Wainwright,
M. Wainwright,
2006,
ArXiv.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2007,
2007 IEEE International Conference on Communications.
Martin J. Wainwright,
Arash A. Amini,
M. Wainwright,
2011,
J. Approx. Theory.
Martin J. Wainwright,
Yuchen Zhang,
Percy Liang,
2016,
ICML.
Martin J. Wainwright,
Michael I. Jordan,
Xiang Cheng,
2016,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2019,
AISTATS.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2017,
2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2008,
NIPS.
Martin J. Wainwright,
Ram Rajagopal,
M. Wainwright,
2008,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Fanny Yang,
Yuting Wei,
2017,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2006,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2018,
COLT.
Yunnan Wu,
Alexandros G. Dimakis,
Martin J. Wainwright,
2010,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
M. Wainwright,
2009,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2010,
2010 IEEE International Symposium on Information Theory.
Alexandros G. Dimakis,
Martin J. Wainwright,
Amin A. Gohari,
2006,
ISIT.
Martin J. Wainwright,
Dapo Omidiran,
2008,
2008 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2008,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2017,
AISTATS.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005
.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Transactions on Communications.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2014,
1405.0782.
Martin J. Wainwright,
Jon Feldman,
Rocco A. Servedio,
2004,
IEEE Transactions on Information Theory.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2007,
2007 IEEE International Conference on Communications.
Trevor Hastie,
Martin J. Wainwright,
Robert Tibshirani,
2015
.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
NIPS.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2010,
NIPS.
Martin J. Wainwright,
M. Wainwright,
2006,
J. Mach. Learn. Res..
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2014,
ArXiv.
Martin J. Wainwright,
Chiara Ravazzi,
Riccardo Zecchina,
2015
.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2012,
2012 IEEE Statistical Signal Processing Workshop (SSP).
Martin J. Wainwright,
Sivaraman Balakrishnan,
Bin Yu,
2014,
ArXiv.
Martin J. Wainwright,
Banghua Zhu,
Jiantao Jiao,
2021,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
John W. Fisher,
Alan S. Willsky,
2002,
Int. J. High Perform. Comput. Appl..
Martin J. Wainwright,
Eero P. Simoncelli,
Javier Portilla,
2001,
Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2020,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Guillaume Obozinski,
2008,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
Bin Yu,
2019,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2019,
ArXiv.
Martin J. Wainwright,
Venkat Anantharam,
Borivoje Nikolic,
2010,
IEEE Journal of Solid-State Circuits.
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2013,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Emin Martinian,
Elitza N. Maneva,
2010,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Kannan Ramchandran,
Reinhard Heckel,
2018,
AISTATS.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2012,
2014 48th Annual Conference on Information Sciences and Systems (CISS).
High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency
pdf
Martin J. Wainwright,
Dapo Omidiran,
2008,
ArXiv.
Martin J. Wainwright,
Yuting Wei,
M. Wainwright,
2017,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Ashwin Pananjady,
Cheng Mao,
2018,
The Annals of Statistics.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2013,
J. Mach. Learn. Res..
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2005,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2016,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
ArXiv.
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2016,
2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2007,
ArXiv.
Martin J. Wainwright,
S. Shankar Sastry,
Tanya Roosta,
2007,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Johannes Lederer,
Michael Chichignoud,
2016,
J. Mach. Learn. Res..
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2013,
COLT.
Martin J. Wainwright,
Michael I. Jordan,
M. Wainwright,
2003,
NIPS.
Martin J. Wainwright,
Emin Martinian,
2006,
2006 IEEE Information Theory Workshop - ITW '06 Punta del Este.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2010,
NIPS.
Martin J. Wainwright,
Dapo Omidiran,
M. Wainwright,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Ashwin Pananjady,
M. Wainwright,
2021,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2005,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2012,
JACM.
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2018,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Yun Yang,
Mert Pilanci,
2015,
ArXiv.
Martin J. Wainwright,
Alan S. Willsky,
Erik B. Sudderth,
2004,
IEEE Transactions on Signal Processing.
Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran,
2007,
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2002,
NIPS.
Martin J. Wainwright,
Emmanuel Abbe,
M. Wainwright,
2015
.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2015,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2011,
ICML.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2003,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
Mert Pilanci,
M. Wainwright,
2015,
SIAM J. Optim..
Martin J. Wainwright,
Pradeep Ravikumar,
Bin Yu,
2008,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2004,
ICML.
Alexandros G. Dimakis,
Martin J. Wainwright,
A. Dimakis,
2009,
IEEE Transactions on Information Theory.
Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright,
2006,
2006 5th International Conference on Information Processing in Sensor Networks.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
2017 IEEE 56th Annual Conference on Decision and Control (CDC).
Martin J. Wainwright,
Michael I. Jordan,
Benjamin Recht,
2016,
1603.08035.
Martin J. Wainwright,
Miles E. Lopes,
Laurent Jacob,
2011,
NIPS.
Martin J. Wainwright,
Dhruv Malik,
Peter L. Bartlett,
2018,
AISTATS.
Martin J. Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018,
Handbook of Graphical Models.
Martin J. Wainwright,
Peter L. Bartlett,
John C. Duchi,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Alexandros G. Dimakis,
Martin J. Wainwright,
David Chu,
2007,
2007 6th International Symposium on Information Processing in Sensor Networks.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2007,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2006,
2006 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Yuchen Zhang,
Sivaraman Balakrishnan,
2016,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2019,
J. Mach. Learn. Res..
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2006,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
2019,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
1999,
Vision Research.
Martin J. Wainwright,
2012,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2016,
Bayesian Analysis.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Pradeep Ravikumar,
Bin Yu,
2009,
NIPS.
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2009,
ICML.
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2012,
J. Mach. Learn. Res..
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Martin J. Wainwright,
Narayana P. Santhanam,
M. Wainwright,
2008,
2008 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Ashwin Pananjady,
Cheng Mao,
2018,
COLT.
Martin J. Wainwright,
Alan S. Willsky,
Erik B. Sudderth,
2000,
NIPS.
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Raaz Dwivedi,
Chandan Singh,
2020,
ArXiv.
Value function estimation in Markov reward processes: Instance-dependent 𝓁∞-bounds for policy evaluation
pdf
Martin J. Wainwright,
Ashwin Pananjady,
M. Wainwright,
2019,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Feng Ruan,
2020,
SIAM J. Math. Data Sci..
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2001,
NIPS.
Martin J. Wainwright,
Yuting Wei,
2016,
2016 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2016,
ArXiv.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2013,
arXiv.org.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2006,
Data Compression Conference (DCC'06).
Martin J. Wainwright,
Michael I. Jordan,
Max Rabinovich,
2020,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
2012,
NIPS 2012.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
Statistica Sinica.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2017,
J. Mach. Learn. Res..
Martin J. Wainwright,
Michael I. Jordan,
M. Wainwright,
2006,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Michael I. Jordan,
Fanny Yang,
2017,
NIPS 2017.
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
pdf
Martin J. Wainwright,
2006,
ArXiv.
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2013,
J. Mach. Learn. Res..
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2011,
NIPS.
Martin J. Wainwright,
Arash A. Amini,
M. Wainwright,
2008,
ISIT.
Martin J. Wainwright,
M. Wainwright,
2015
.
Martin J. Wainwright,
Mert Pilanci,
Laurent El Ghaoui,
2015,
Mathematical Programming.
Martin J. Wainwright,
John C. Duchi,
M. Wainwright,
2013,
ArXiv.
Martin J. Wainwright,
Elitza N. Maneva,
M. Wainwright,
2005,
Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..
Po-Ling Loh,
Martin J. Wainwright,
2012,
2012 IEEE International Symposium on Information Theory Proceedings.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2014,
ArXiv.
Iterative Hessian Sketch: Fast and Accurate Solution Approximation for Constrained Least-Squares
pdf
Martin J. Wainwright,
Mert Pilanci,
M. Wainwright,
2014,
J. Mach. Learn. Res..
Simultaneous support recovery in high dimensions: Benefits and perils of block l1/linfinity-regularization
pdf
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2009,
ArXiv.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2010,
IEEE Transactions on Automatic Control.
Martin J. Wainwright,
Michael I. Jordan,
Alan S. Willsky,
2010
.
Martin J. Wainwright,
Jon Feldman,
David R. Karger,
2005,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Peter L. Bartlett,
Nicolas Flammarion,
2019,
J. Mach. Learn. Res..
Martin J. Wainwright,
Ram Rajagopal,
M. Wainwright,
2006,
2006 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Sivaraman Balakrishnan,
Fanny Yang,
2015,
2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).
On Linear Stochastic Approximation: Fine-grained Polyak-Ruppert and Non-Asymptotic Concentration
pdf
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2020,
COLT.
Martin J. Wainwright,
Pradeep Ravikumar,
Peter L. Bartlett,
2009,
NIPS.
Martin J. Wainwright,
Lei Chen,
Alan S. Willsky,
2006,
Math. Comput. Model..
Alexandros G. Dimakis,
Martin J. Wainwright,
David Chu,
2007
.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2009,
NIPS.
Martin J. Wainwright,
Pradeep Ravikumar,
John D. Lafferty,
2006,
NIPS.
Martin J. Wainwright,
Mert Pilanci,
M. Wainwright,
2014,
2014 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2017,
2017 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2008,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Emin Martinian,
2006,
ArXiv.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2015,
ICML.
Martin J. Wainwright,
Kevin G. Jamieson,
Fanny Yang,
2017,
NIPS.
Martin J. Wainwright,
Eero P. Simoncelli,
Alan S. Willsky,
2000,
SPIE Optics + Photonics.
Martin J. Wainwright,
Yun Yang,
Michael I. Jordan,
2015,
ArXiv.
Martin J. Wainwright,
Venkat Anantharam,
Borivoje Nikolic,
2009,
2009 Symposium on VLSI Circuits.
Martin J. Wainwright,
Koulik Khamaru,
M. Wainwright,
2018,
ICML.
Martin J. Wainwright,
Pradeep Ravikumar,
Alekh Agarwal,
2008,
ICML '08.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2012,
2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2006,
IEEE Globecom 2006.
Martin J. Wainwright,
Jon Feldman,
Rocco A. Servedio,
2004,
ISIT.
Martin J. Wainwright,
Lei Chen,
Mujdat Cetin,
2003,
SPIE Defense + Commercial Sensing.
The geometry of hypothesis testing over convex cones: Generalized likelihood tests and minimax radii
pdf
Martin J. Wainwright,
Adityanand Guntuboyina,
Yuting Wei,
2017,
The Annals of Statistics.
Martin J. Wainwright,
Chiara Ravazzi,
Riccardo Zecchina,
2015
.
Le Song,
Martin J. Wainwright,
Michael I. Jordan,
2018,
ICML.
Martin J. Wainwright,
Eero P. Simoncelli,
Javier Portilla,
2003,
IEEE Trans. Image Process..
Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright,
2007,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2014,
COLT.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
2009 Conference Record of the Forty-Third Asilomar Conference on Signals, Systems and Computers.
Martin J. Wainwright,
Nima Noorshams,
2010,
2010 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Michael I. Jordan,
Chris Junchi Li,
2020,
COLT.
Martin J. Wainwright,
Eero P. Simoncelli,
M. Wainwright,
1999,
NIPS.
Martin J. Wainwright,
Vladimir Kolmogorov,
M. Wainwright,
2005,
UAI.
Martin J. Wainwright,
Sahand Negahban,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Pradeep Ravikumar,
Peter L. Bartlett,
2010,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2007,
IEEE Transactions on Information Theory.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Journal on Selected Areas in Communications.
Martin J. Wainwright,
S. Shankar Sastry,
Tanya Roosta,
2008,
IEEE Trans. Signal Process..
Martin J. Wainwright,
Lei Chen,
John W. Fisher,
2007
.
Martin J. Wainwright,
Mert Pilanci,
2015,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
Narayana P. Santhanam,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2016,
2016 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Vidya Muthukumar,
Thomas A. Courtade,
2017,
ArXiv.
Martin J. Wainwright,
Mick J. Jordan,
M. Wainwright,
2005
.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2015,
ArXiv.
Martin J. Wainwright,
John W. Fisher,
Alan S. Willsky,
2006
.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
1302.3203.
Martin J. Wainwright,
Eero P. Simoncelli,
Alan S. Willsky,
2000,
Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Alexandros G. Dimakis,
Martin J. Wainwright,
Richard M. Karp,
2007,
IEEE Transactions on Information Theory.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2012,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
Jianbo Chen,
2017,
NIPS.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2003,
AISTATS.
Martin J. Wainwright,
Peter L. Bartlett,
John C. Duchi,
2011,
SIAM J. Optim..
Martin J. Wainwright,
Ashwin Pananjady,
Wenlong Mou,
2020,
ArXiv.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2004,
Stat. Comput..
Le Song,
Martin J. Wainwright,
Michael I. Jordan,
2018,
ICLR.
Martin J. Wainwright,
Reese Pathak,
M. Wainwright,
2020,
NeurIPS.
Martin J. Wainwright,
M. Wainwright,
2002
.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2013,
NIPS.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2005,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Elchanan Mossel,
Elitza N. Maneva,
2004,
SODA '05.
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2012,
NIPS.
Martin J. Wainwright,
Nihar B. Shah,
M. Wainwright,
2015,
J. Mach. Learn. Res..
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees
pdf
Martin J. Wainwright,
Yudong Chen,
M. Wainwright,
2015,
ArXiv.
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
IEEE Journal of Selected Topics in Signal Processing.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2019,
J. Mach. Learn. Res..
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
Koulik Khamaru,
2022,
ArXiv.
Martin J. Wainwright,
Peter L. Bartlett,
Ashwin Pananjady,
2021,
COLT.
Martin J. Wainwright,
Michael I. Jordan,
Koulik Khamaru,
2021,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2022
.
Martin J. Wainwright,
Koulik Khamaru,
Yash Deshpande,
2021,
ArXiv.
Martin J. Wainwright,
Emma Brunskill,
Andrea Zanette,
2021,
NeurIPS.
Martin J. Wainwright,
Mengdi Wang,
Yaqi Duan,
2021,
ArXiv.
Martin J. Wainwright,
Peter L. Bartlett,
Nicolas Flammarion,
2019,
Bernoulli.
Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran,
2006
.