Martin Wainwright

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Michael I. JordanProfessor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
John DuchiAssociate Professor of Statistics and Electrical Engineering, Stanford UniversityPotvrđena adresa e-pošte na stanford.edu
Bin YUProfessor of Statistics and EECS, UC BerkeleyPotvrđena adresa e-pošte na stat.berkeley.edu
Alan S. WillskyProfessor of EECS, MITPotvrđena adresa e-pošte na mit.edu
Sahand NegahbanAssociate Professor, Yale UniversityPotvrđena adresa e-pošte na yale.edu
Pradeep RavikumarProfessor, School of Computer Science, Carnegie Mellon UniversityPotvrđena adresa e-pošte na cs.cmu.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyPotvrđena adresa e-pošte na cs.berkeley.edu
Alekh AgarwalGooglePotvrđena adresa e-pošte na google.com
Kannan RamchandranProfessor of Electrical Engineering and Computer Science, UC BerkeleyPotvrđena adresa e-pošte na eecs.berkeley.edu
Eero P SimoncelliProfessor of Neural Science, Mathematics, Data Science, Psychology @ NYU.Potvrđena adresa e-pošte na nyu.edu
Alexandros G DimakisProfessor, ECE University of Texas at AustinPotvrđena adresa e-pošte na austin.utexas.edu
Yuchen ZhangResearch Scientist at ByteDancePotvrđena adresa e-pošte na microsoft.com
XuanLong NguyenUniversity of MichiganPotvrđena adresa e-pošte na umich.edu
Tommi JaakkolaMITPotvrđena adresa e-pošte na csail.mit.edu
Sivaraman BalakrishnanCarnegie Mellon UniversityPotvrđena adresa e-pošte na stat.cmu.edu
Zhengya ZhangProfessor of Electrical Engineering and Computer Science, University of Michigan, AnnPotvrđena adresa e-pošte na eecs.umich.edu
Wenlong MouUniversity of TorontoPotvrđena adresa e-pošte na utoronto.ca
Borivoje NikolicUniversity of California BerkeleyPotvrđena adresa e-pošte na berkeley.edu
Koulik KhamaruAssistant Professor, Department Of Statistics, Rutgers.Potvrđena adresa e-pošte na berkeley.edu
Nihar B. ShahML and CS departments, Carnegie Mellon UniversityPotvrđena adresa e-pošte na cs.cmu.edu

Prati

Martin Wainwright

Professor, EECS/Mathematics, Massachusetts Institute of Technology

Potvrđena adresa e-pošte na mit.edu - Početna stranica

Statistics machine learning optimization information theory artificial intelligence


Naslov Poredaj po navodima Poredaj po godini Poredaj po naslovu	Citirano Citirano	Godina
Graphical models, exponential families, and variational inference MJ Wainwright, MI Jordan Foundations and Trends® in Machine Learning 1 (1–2), 1-305, 2008	5709	2008
Statistical learning with sparsity T Hastie, R Tibshirani, M Wainwright Monographs on statistics and applied probability 143 (143), 8, 2015	4309	2015
High-dimensional statistics: A non-asymptotic viewpoint MJ Wainwright Cambridge university press, 2019	3292	2019
Image denoising using scale mixtures of Gaussians in the wavelet domain J Portilla, V Strela, MJ Wainwright, EP Simoncelli IEEE Transactions on Image processing 12 (11), 1338-1351, 2003	3191	2003
Network coding for distributed storage systems AG Dimakis, PB Godfrey, Y Wu, MJ Wainwright, K Ramchandran IEEE transactions on information theory 56 (9), 4539-4551, 2010	2626	2010
Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using -Constrained Quadratic Programming (Lasso) MJ Wainwright IEEE transactions on information theory 55 (5), 2183-2202, 2009	1599	2009
Dual averaging for distributed optimization: Convergence analysis and network scaling JC Duchi, A Agarwal, MJ Wainwright IEEE Transactions on Automatic control 57 (3), 592-606, 2011	1446	2011
Local privacy and statistical minimax rates JC Duchi, MI Jordan, MJ Wainwright 2013 IEEE 54th annual symposium on foundations of computer science, 429-438, 2013	1409	2013
A Unified Framework for High-Dimensional Analysis of -Estimators with Decomposable Regularizers SN Negahban, P Ravikumar, MJ Wainwright, B Yu	1277	2012
High-dimensional Ising model selection using ℓ₁-regularized logistic regression P Ravikumar, MJ Wainwright, JD Lafferty	1211	2010
High-dimensional covariance estimation by minimizing ℓ₁-penalized log-determinant divergence P Ravikumar, MJ Wainwright, G Raskutti, B Yu	1096	2011
Estimating divergence functionals and the likelihood ratio by convex risk minimization XL Nguyen, MJ Wainwright, MI Jordan IEEE Transactions on Information Theory 56 (11), 5847-5861, 2010	934	2010
Hopskipjumpattack: A query-efficient decision-based attack J Chen, MI Jordan, MJ Wainwright 2020 ieee symposium on security and privacy (sp), 1277-1294, 2020	848	2020
MAP estimation via agreement on trees: message-passing and linear programming MJ Wainwright, TS Jaakkola, AS Willsky IEEE transactions on information theory 51 (11), 3697-3717, 2005	819	2005
Learning to explain: An information-theoretic perspective on model interpretation J Chen, L Song, M Wainwright, M Jordan International conference on machine learning, 883-892, 2018	749	2018
Minimax Rates of Estimation for High-Dimensional Linear Regression Over -Balls G Raskutti, MJ Wainwright, B Yu IEEE transactions on information theory 57 (10), 6976-6994, 2011	701	2011
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity PL Loh, MJ Wainwright Advances in neural information processing systems 24, 2011	700	2011
Estimation of (near) low-rank matrices with noise and high-dimensional scaling S Negahban, MJ Wainwright	694	2011
Scale mixtures of Gaussians and the statistics of natural images MJ Wainwright, E Simoncelli Advances in neural information processing systems 12, 1999	685	1999
Communication-efficient algorithms for statistical optimization Y Zhang, JC Duchi, MJ Wainwright The Journal of Machine Learning Research 14 (1), 3321-3363, 2013	678	2013

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