M. Wainwright
发表
Eero P. Simoncelli,
O. Schwartz,
M. Wainwright,
2002
.
Martin J. Wainwright,
Michael I. Jordan,
Fanny Yang,
2017,
NIPS.
Michael I. Jordan,
M. Wainwright,
Aaditya Ramdas,
2017,
The Annals of Statistics.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2007,
2007 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005,
math/0510521.
Michael I. Jordan,
M. Wainwright,
X. Nguyen,
2005,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Michael I. Jordan,
Tijana Zrnic,
2018,
ICML.
Erik B. Sudderth,
A. Willsky,
M. Wainwright,
2007,
NIPS.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2017,
AISTATS.
J. Lafferty,
M. Wainwright,
Pradeep Ravikumar,
2010,
1010.0311.
Eero P. Simoncelli,
M. Wainwright,
J. Portilla,
2002
.
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2019,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2005,
ArXiv.
Michael I. Jordan,
M. Wainwright,
2003,
IEEE International Symposium on Information Theory, 2003. Proceedings..
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
G. Obozinski,
M. Wainwright,
2008
.
Martin J. Wainwright,
Mert Pilanci,
M. Wainwright,
2014,
2014 IEEE International Symposium on Information Theory.
M. Wainwright,
S. Negahban,
2008,
NIPS 2008.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2013,
NIPS.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2010,
NIPS.
Michael I. Jordan,
M. Wainwright,
X. Nguyen,
2005
.
Michael I. Jordan,
Michael I. Jordan,
Martin J. Wainwright,
2008,
Found. Trends Mach. Learn..
Michael I. Jordan,
M. Wainwright,
2004
.
Martin J. Wainwright,
Sivaraman Balakrishnan,
Bin Yu,
2014,
ArXiv.
Martin J. Wainwright,
Peter L. Bartlett,
John C. Duchi,
2011,
SIAM J. Optim..
Bin Yu,
M. Wainwright,
Pradeep Ravikumar,
2008,
0811.3628.
Martin J. Wainwright,
Yuchen Zhang,
Sivaraman Balakrishnan,
2016,
NIPS.
M. Wainwright,
2014
.
Martin J. Wainwright,
M. Wainwright,
2019
.
M. Wainwright,
A. Amini,
2008,
2008 IEEE International Symposium on Information Theory.
Michael I. Jordan,
G. Obozinski,
M. Wainwright,
2008,
2008 46th Annual Allerton Conference on Communication, Control, and Computing.
Michael I. Jordan,
M. Wainwright,
Yuchen Zhang,
2015,
1503.03188.
Martin J. Wainwright,
Dhruv Malik,
Peter L. Bartlett,
2018,
AISTATS.
Martin J. Wainwright,
Pradeep Ravikumar,
Peter L. Bartlett,
2010,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2010,
IEEE Transactions on Automatic Control.
Eero P. Simoncelli,
A. Willsky,
M. Wainwright,
2001
.
Martin J. Wainwright,
Miles E. Lopes,
Laurent Jacob,
2011,
NIPS.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2002,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2008,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2005,
ArXiv.
Eero P. Simoncelli,
A. Willsky,
M. Wainwright,
2001
.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2012,
JACM.
Bin Yu,
M. Wainwright,
Pradeep Ravikumar,
2008,
NIPS 2008.
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2013,
arXiv.org.
M. Wainwright,
S. Negahban,
2009
.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2005,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Venkat Anantharam,
Borivoje Nikolic,
2010,
IEEE Journal of Solid-State Circuits.
Fast low-rank estimation by projected gradient descent: General statistical and algorithmic guarantees
pdf
Martin J. Wainwright,
Yudong Chen,
M. Wainwright,
2015,
ArXiv.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2013,
J. Mach. Learn. Res..
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2003,
AISTATS.
Nihar B. Shah,
M. Wainwright,
K. Ramchandran,
2016,
The Annals of Statistics.
Martin J. Wainwright,
Pradeep Ravikumar,
Bin Yu,
2009,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
Alan S. Willsky,
2010
.
Martin J. Wainwright,
John C. Duchi,
M. Wainwright,
2013,
ArXiv.
M. Wainwright,
S. Negahban,
J. Richards,
2012,
1209.3775.
Martin J. Wainwright,
M. Wainwright,
2009,
IEEE Trans. Inf. Theory.
Michael I. Jordan,
John C. Duchi,
M. Wainwright,
2018
.
Martin J. Wainwright,
Michael I. Jordan,
M. Wainwright,
2006,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2011,
ArXiv.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2003,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2008,
NIPS.
M. Wainwright,
2019,
High-Dimensional Statistics.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2018,
COLT.
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2020,
ArXiv.
Michael I. Jordan,
Bin Yu,
M. Wainwright,
2018,
The Annals of Statistics.
Martin J. Wainwright,
Michael I. Jordan,
Benjamin Recht,
2016,
1603.08035.
Martin J. Wainwright,
Pradeep Ravikumar,
John D. Lafferty,
2006,
NIPS.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Peter L. Bartlett,
John C. Duchi,
2012,
2012 IEEE 51st IEEE Conference on Decision and Control (CDC).
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2016,
ArXiv.
Martin J. Wainwright,
John W. Fisher,
Alan S. Willsky,
2002,
Int. J. High Perform. Comput. Appl..
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2006,
IEEE Transactions on Information Theory.
Bin Yu,
M. Wainwright,
G. Raskutti,
2011
.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2014,
ArXiv.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2011,
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
1302.3203.
Martin J. Wainwright,
Eero P. Simoncelli,
M. Wainwright,
1999,
NIPS.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2017,
2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2016,
Bayesian Analysis.
Michael I. Jordan,
M. Wainwright,
2008
.
M. Wainwright,
S. Negahban,
2012
.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
Statistica Sinica.
Alexandros G. Dimakis,
Martin J. Wainwright,
Amin A. Gohari,
2006,
ISIT.
Martin J. Wainwright,
Eero P. Simoncelli,
Javier Portilla,
2003,
IEEE Trans. Image Process..
Martin J. Wainwright,
Yuchen Zhang,
Percy Liang,
2016,
ICML.
Martin J. Wainwright,
M. Wainwright,
2006,
ArXiv.
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2009,
ICML.
Martin J. Wainwright,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
NIPS.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Alan S. Willsky,
Erik B. Sudderth,
2004,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2008,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Elchanan Mossel,
Elitza N. Maneva,
2004,
SODA '05.
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2010,
2010 IEEE International Symposium 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.
V. Anantharam,
M. Wainwright,
B. Nikolić,
2007,
2007 IEEE Information Theory Workshop.
A. Dimakis,
M. Wainwright,
A. Sarwate,
2006,
2006 5th International Conference on Information Processing in Sensor Networks.
Martin J. Wainwright,
Banghua Zhu,
Jiantao Jiao,
2021,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2017,
2018 IEEE International Symposium on Information Theory (ISIT).
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Transactions on Communications.
Martin J. Wainwright,
Yuting Wei,
M. Wainwright,
2017,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Ram Rajagopal,
M. Wainwright,
2008,
IEEE Transactions on Signal Processing.
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2011,
NIPS.
Trevor Hastie,
Martin J. Wainwright,
Robert Tibshirani,
2015
.
Martin J. Wainwright,
M. Wainwright,
2006,
J. Mach. Learn. Res..
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2007,
NIPS.
Martin J. Wainwright,
Jon Feldman,
David R. Karger,
2002
.
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2013,
J. Mach. Learn. Res..
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2019,
AISTATS.
Michael I. Jordan,
P. Bartlett,
M. Wainwright,
2019,
1909.00966.
Martin J. Wainwright,
Michael I. Jordan,
Guillaume Obozinski,
2008,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Aaditya Ramdas,
2017,
2017 IEEE 56th Annual Conference on Decision and Control (CDC).
Martin J. Wainwright,
Jon Feldman,
Rocco A. Servedio,
2004,
IEEE Transactions on Information Theory.
M. Wainwright,
D. Karger,
J. Feldman,
2003
.
Martin J. Wainwright,
Fanny Yang,
Yuting Wei,
2017,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2002
.
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2013,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
Bin Yu,
2019,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Xiang Cheng,
2016,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Peter L. Bartlett,
2019,
J. Mach. Learn. Res..
Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran,
2007,
2007 IEEE Information Theory Workshop.
Martin J. Wainwright,
Eero P. Simoncelli,
Javier Portilla,
2001,
Proceedings 2001 International Conference on Image Processing (Cat. No.01CH37205).
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2007,
2007 IEEE International Conference on Communications.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2007,
2007 IEEE International Conference on Communications.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2008,
IEEE GLOBECOM 2008 - 2008 IEEE Global Telecommunications Conference.
V. Anantharam,
M. Wainwright,
Zhengya Zhang,
2008
.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2006,
2006 IEEE International Symposium on Information Theory.
Bin Yu,
M. Wainwright,
G. Raskutti,
2009,
2009 47th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Sahand N. Negahban,
M. Wainwright,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Yuchen Zhang,
John C. Duchi,
2013,
COLT.
Martin J. Wainwright,
Arash A. Amini,
M. Wainwright,
2008,
ISIT.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2011,
ICML.
Martin J. Wainwright,
Peter L. Bartlett,
Nicolas Flammarion,
2019,
J. Mach. Learn. Res..
Martin J. Wainwright,
Vladimir Kolmogorov,
M. Wainwright,
2005,
UAI.
Martin J. Wainwright,
Michael I. Jordan,
John C. Duchi,
2013,
2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Andre Wibisono,
Michael I. Jordan,
2012,
NIPS.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2015,
ICML.
M. Wainwright,
2019,
Bandit Algorithms.
T. Jaakkola,
A. Willsky,
M. Wainwright,
2002,
Proceedings IEEE International Symposium on Information Theory,.
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,
Yun Yang,
Michael I. Jordan,
2015,
ArXiv.
Le Song,
Martin J. Wainwright,
Michael I. Jordan,
2018,
ICML.
Le Song,
Martin J. Wainwright,
Michael I. Jordan,
2018,
ICLR.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2004,
Stat. Comput..
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
M. Wainwright,
2015
.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2006,
IEEE Globecom 2006.
Martin J. Wainwright,
Eero P. Simoncelli,
Alan S. Willsky,
2000,
SPIE Optics + Photonics.
Alexandros G. Dimakis,
Martin J. Wainwright,
Richard M. Karp,
2007,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2010,
NIPS.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2014,
COLT.
Martin J. Wainwright,
Ashwin Pananjady,
Cheng Mao,
2018,
COLT.
Martin J. Wainwright,
M. Wainwright,
1999,
Vision Research.
Martin J. Wainwright,
Sahand Negahban,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
M. Wainwright,
2019,
High-Dimensional Statistics.
M. Wainwright,
2019,
High-Dimensional Statistics.
Michael I. Jordan,
M. Wainwright,
Raaz Dwivedi,
2018
.
M. Wainwright,
K. Ramchandran,
K. Jain,
2015
.
Bin Yu,
M. Wainwright,
Geoffrey Schiebinger,
2014,
1404.7552.
M. Wainwright,
Wenlong Mou,
A. Pananjady,
2021
.
John C. Duchi,
M. Wainwright,
M.I. Jordan,
2018
.
M. Wainwright,
2014
.
T. Jaakkola,
A. Willsky,
M. Wainwright,
2022
.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2017,
J. Mach. Learn. Res..
M. Wainwright,
A. Amini,
2011,
1109.3336.
M. Wainwright,
Nima Noorshams,
2010,
2010 48th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
M. Wainwright,
N. Santhanam,
2008,
2008 46th Annual Allerton Conference on Communication, Control, and Computing.
A. Dimakis,
M. Wainwright,
B. Hassibi,
2010
.
Michael I. Jordan,
M. Wainwright,
2022
.
Michael I. Jordan,
M. Wainwright,
Aaditya Ramdas,
2019,
Biometrika.
M. Wainwright,
Johannes Lederer,
M. Chichignoud,
2014
.
Eero P. Simoncelli,
M. Wainwright,
J. Portilla,
2016
.
Rabab K. Ward,
Petar M. Djuric,
Ling Guan,
2006
.
Martin J. Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018,
Handbook of Graphical Models.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
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 Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
M. Wainwright,
Cong Ma,
Reese Pathak,
2022,
ArXiv.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Trevor Hastie,
Martin J. Wainwright,
Robert Tibshirani,
2015
.
Miles E. Lopes,
M. Wainwright,
Laurent Jacob,
2011,
NIPS.
M. Wainwright,
A. Zanette,
2022,
ICML.
Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright,
2006,
2006 5th International Conference on Information Processing in Sensor Networks.
Michael I. Jordan,
John C. Duchi,
M. Wainwright,
2013,
2013 IEEE 54th Annual Symposium on Foundations of Computer Science.
Martin J. Wainwright,
Lei Chen,
John W. Fisher,
2007
.
Alexandros G. Dimakis,
Martin J. Wainwright,
David Chu,
2007,
2007 6th International Symposium on Information Processing in Sensor Networks.
Martin J. Wainwright,
M. Wainwright,
2012,
NIPS 2012.
Michael I. Jordan,
P. Bartlett,
M. Wainwright,
2019,
SIAM J. Math. Data Sci..
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
Martin Wainwright,
Steffen L. Lauritzen,
Marloes H. Maathuis,
2018
.
P. Bartlett,
M. Wainwright,
Wenlong Mou,
2022,
ArXiv.
M. Wainwright,
Eric Xia,
2022,
AISTATS.
M. Wainwright,
A. Zanette,
2022,
NeurIPS.
Michael I. Jordan,
P. Bartlett,
M. Wainwright,
2022,
ArXiv.
M. Wainwright,
Wenlong Mou,
A. Pananjady,
2022,
Mathematics of Operations Research.
P. Bartlett,
M. Wainwright,
Wenlong Mou,
2023,
2301.06240.
Martin J. Wainwright,
Jon Feldman,
David R. Karger,
2005,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Koulik Khamaru,
Yash Deshpande,
2021,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
2007,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Vidya Muthukumar,
Thomas A. Courtade,
2017,
ArXiv.
Martin J. Wainwright,
Kevin G. Jamieson,
Fanny Yang,
2017,
NIPS.
Martin J. Wainwright,
Mert Pilanci,
M. Wainwright,
2015,
SIAM J. Optim..
Martin J. Wainwright,
Nihar B. Shah,
M. Wainwright,
2015,
J. Mach. Learn. Res..
Martin J. Wainwright,
Lei Chen,
Alan S. Willsky,
2006,
Math. Comput. Model..
Martin J. Wainwright,
Lei Chen,
Mujdat Cetin,
2003,
SPIE Defense + Commercial Sensing.
Martin J. Wainwright,
Mert Pilanci,
Laurent El Ghaoui,
2015,
Mathematical Programming.
Martin J. Wainwright,
Alekh Agarwal,
Sahand N. Negahban,
2012,
2014 48th Annual Conference on Information Sciences and Systems (CISS).
Martin J. Wainwright,
Koulik Khamaru,
M. Wainwright,
2018,
ICML.
Martin J. Wainwright,
Emmanuel Abbe,
M. Wainwright,
2015
.
Martin J. Wainwright,
John C. Duchi,
Alekh Agarwal,
2012,
2012 50th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Michael I. Jordan,
Jianbo Chen,
2017,
NIPS.
Martin J. Wainwright,
Reese Pathak,
M. Wainwright,
2020,
NeurIPS.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2010,
J. Mach. Learn. Res..
Po-Ling Loh,
Martin J. Wainwright,
Po-Ling Loh,
2012,
NIPS.
Martin Wainwright,
Ashwin Pananjady,
Kush Bhatia,
2021,
NeurIPS.
M. Wainwright,
A. Pananjady,
T. Courtade,
2020
.
Martin J. Wainwright,
Ashwin Pananjady,
Cheng Mao,
2018,
The Annals of Statistics.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2019,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Kannan Ramchandran,
Reinhard Heckel,
2018,
AISTATS.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2015,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2016,
ArXiv.
Michael I. Jordan,
B. Recht,
M. Wainwright,
2016,
ArXiv.
Michael I. Jordan,
B. Recht,
M. Wainwright,
2016,
1603.08035.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2016,
2016 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2015,
J. Mach. Learn. Res..
Martin J. Wainwright,
Kannan Ramchandran,
Nihar B. Shah,
2014,
ArXiv.
Martin J. Wainwright,
Ashwin Pananjady,
M. Wainwright,
2021,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Michael I. Jordan,
Feng Ruan,
2020,
SIAM J. Math. Data Sci..
Value function estimation in Markov reward processes: Instance-dependent 𝓁∞-bounds for policy evaluation
pdf
Martin J. Wainwright,
Ashwin Pananjady,
M. Wainwright,
2019,
ArXiv.
M. Wainwright,
Reese Pathak,
Cong Ma,
2022,
ICML.
Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright,
2007,
IEEE Transactions on Signal Processing.
Michael I. Jordan,
John C. Duchi,
M. Wainwright,
2013,
2013 IEEE 54th Annual Symposium on Foundations of Computer Science.
Martin J. Wainwright,
Pradeep Ravikumar,
Bin Yu,
2008,
NIPS.
Bin Yu,
M. Wainwright,
Raaz Dwivedi,
2020,
2006.10189.
Martin J. Wainwright,
Pradeep Ravikumar,
Alekh Agarwal,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Pradeep Ravikumar,
Peter L. Bartlett,
2009,
NIPS.
Martin J. Wainwright,
Bin Yu,
Raaz Dwivedi,
2019,
J. Mach. Learn. Res..
M. Wainwright,
Wenlong Mou,
P. Ding,
2023,
2303.17102.
Martin J. Wainwright,
Raaz Dwivedi,
Chandan Singh,
2020,
ArXiv.
Martin J. Wainwright,
Alan S. Willsky,
Erik B. Sudderth,
2000,
NIPS.
Martin J. Wainwright,
Nihar B. Shah,
Sivaraman Balakrishnan,
2016,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Emma Brunskill,
Andrea Zanette,
2021,
NeurIPS.
Martin J. Wainwright,
Tommi S. Jaakkola,
Alan S. Willsky,
2002,
NIPS.
Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran,
2007,
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications.
Martin J. Wainwright,
S. Shankar Sastry,
Tanya Roosta,
2007,
IEEE Transactions on Signal Processing.
Martin J. Wainwright,
Michael I. Jordan,
Raaz Dwivedi,
2018,
NeurIPS.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2014,
1405.0782.
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..
Martin J. Wainwright,
Peter L. Bartlett,
Nicolas Flammarion,
2019,
Bernoulli.
Martin J. Wainwright,
M. Wainwright,
2019,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
2019,
1905.06265.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2006,
2006 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Arash A. Amini,
M. Wainwright,
2011,
J. Approx. Theory.
M. Wainwright,
L. Ghaoui,
Mert Pilanci,
2015,
Math. Program..
Michael I. Jordan,
Bin Yu,
M. Wainwright,
2020,
ArXiv.
Martin Wainwright,
M. Wainwright,
2013
.
M. Wainwright,
K. Khamaru,
Licong Lin,
2023,
ArXiv.
Martin J. Wainwright,
Elitza N. Maneva,
M. Wainwright,
2005,
Proceedings. International Symposium on Information Theory, 2005. ISIT 2005..
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2018,
IEEE Transactions on Information Theory.
M. Wainwright,
Lin Xiao,
Reese Pathak,
2023,
ArXiv.
Martin J. Wainwright,
Kannan Ramchandran,
Wei Wang,
2008,
2008 IEEE International Symposium on Information Theory.
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2012,
J. Mach. Learn. Res..
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
2011 49th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
Martin J. Wainwright,
Mengdi Wang,
Yaqi Duan,
2021,
ArXiv.
Martin J. Wainwright,
M. Wainwright,
2019,
ArXiv.
Martin J. Wainwright,
Peter L. Bartlett,
Ashwin Pananjady,
2021,
COLT.
M. Wainwright,
Lester W. Mackey,
K. Khamaru,
2021,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Chris Junchi Li,
2020,
COLT.
Martin J. Wainwright,
Yun Yang,
Mert Pilanci,
2015,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Koulik Khamaru,
2022,
ArXiv.
Martin J. Wainwright,
Michael I. Jordan,
Koulik Khamaru,
2021,
ArXiv.
Martin J. Wainwright,
Ashwin Pananjady,
Wenlong Mou,
2020,
ArXiv.
Michael I. Jordan,
M.J. Wainwright,
G. Obozinski,
2008,
2008 46th Annual Allerton Conference on Communication, Control, and Computing.
Martin J. Wainwright,
Dapo Omidiran,
M. Wainwright,
2010,
J. Mach. Learn. Res..
Martin J. Wainwright,
Narayana P. Santhanam,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
2009,
IEEE Journal on Selected Areas in Communications.
Martin J. Wainwright,
Bin Yu,
Garvesh Raskutti,
2009,
NIPS.
Martin J. Wainwright,
Yuchen Zhang,
Michael I. Jordan,
2015,
ArXiv.
Steffen Lauritzen,
S. Lauritzen,
M. Maathuis,
2018,
Handbook of Graphical Models.
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2017,
2017 IEEE International Symposium on Information Theory (ISIT).
Martin J. Wainwright,
Thomas A. Courtade,
Ashwin Pananjady,
2016,
2016 54th Annual Allerton Conference on Communication, Control, and Computing (Allerton).
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,
Emin Martinian,
Elitza N. Maneva,
2010,
IEEE Transactions on Information Theory.
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,
Emin Martinian,
M. Wainwright,
2009,
IEEE Transactions on Information Theory.
M.J. Wainwright,
M. Wainwright,
2007,
IEEE Signal Processing Magazine.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2007,
ArXiv.
Alexandros G. Dimakis,
Martin J. Wainwright,
A. Dimakis,
2009,
IEEE Transactions on Information Theory.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2006,
Data Compression Conference (DCC'06).
Erik B. Sudderth,
A. Willsky,
M. Wainwright,
2004,
IEEE Transactions on Signal Processing.
M. Wainwright,
Yaqi Duan,
2023,
L4DC.
Martin J. Wainwright,
Sivaraman Balakrishnan,
Fanny Yang,
2015,
2015 53rd Annual Allerton Conference on Communication, Control, and Computing (Allerton).
John C. Duchi,
M. Wainwright,
Alekh Agarwal,
2010,
IEEE Transactions on Automatic Control.
John C. Duchi,
M. Wainwright,
Alekh Agarwal,
2022
.
Martin J. Wainwright,
Michael I. Jordan,
Max Rabinovich,
2020,
ArXiv.
John C. Duchi,
M. Wainwright,
Yuchen Zhang,
2012
.
Martin J. Wainwright,
Nima Noorshams,
M. Wainwright,
2011,
IEEE Journal of Selected Topics in Signal Processing.
Erik B. Sudderth,
A. Willsky,
M. Wainwright,
2002
.
Martin J. Wainwright,
Michael I. Jordan,
M. Wainwright,
2003,
NIPS.
Martin J. Wainwright,
M. Wainwright,
2005,
NIPS.
Martin J. Wainwright,
Michael I. Jordan,
XuanLong Nguyen,
2004,
ICML.
Martin J. Wainwright,
Eero P. Simoncelli,
Alan S. Willsky,
2000,
Proceedings 2000 International Conference on Image Processing (Cat. No.00CH37101).
M. Wainwright,
Pradeep Ravikumar,
Artin,
2009
.
A. Dimakis,
M. Wainwright,
K. Ramchandran,
2008,
IEEE Transactions on Information Theory.
M. Wainwright,
A. Pananjady,
T. Courtade,
2018
.
Bin Yu,
M. Wainwright,
Garvesh Raskutti,
2009,
IEEE Trans. Inf. Theory.
Martin J. Wainwright,
Mick J. Jordan,
M. Wainwright,
2005
.
Martin Wainwright,
Mathias Drton,
Marloes Maathuis,
2018
.
A. Dimakis,
M. Wainwright,
A. Gohari,
2007,
ArXiv.
A. Dimakis,
M. Wainwright,
2006,
2006 IEEE International Symposium on Information Theory.
Michael I. Jordan,
John C. Duchi,
M. Wainwright,
2013,
IEEE Transactions on Information Theory.
M. Wainwright,
Cong Ma,
Reese Pathak,
2022,
The Annals of Statistics.
Martin Wainwright,
M. Wainwright,
2011
.
Martin J. Wainwright,
Narayana P. Santhanam,
M. Wainwright,
2008,
2008 IEEE International Symposium on Information Theory.
Michael I. Jordan,
Bin Yu,
M. Wainwright,
2019,
AISTATS.
Martin J. Wainwright,
Ram Rajagopal,
M. Wainwright,
2006,
2006 IEEE International Symposium on Information Theory.
M. Wainwright,
Sara van de Geer,
2015,
Sankhya A.
M.J. Wainwright,
D. Chu,
J. Schiff,
2007,
2007 6th International Symposium on Information Processing in Sensor Networks.
Martin J. Wainwright,
Emin Martinian,
M. Wainwright,
2006,
2006 IEEE Information Theory Workshop - ITW '06 Punta del Este.