Martin J. Wainwright

Image denoising using scale mixtures of gaussians in the wavelet domain

Javier Portilla, Vasily Strela, Martin J. Wainwright et al. · IEEE Transactions on Image Processing · 2003 · 2.3K citations

Arts, Computational Engineering, Computer Vision +15

Network Coding for Distributed Storage Systems

Alexandros G. Dimakis, P. Brighten Godfrey, Yunnan Wu et al. · IEEE Transactions on Information Theory · 2010 · 2K citations

Computing, Computer Science, Computer Systems +17

Graphical Models, Exponential Families, and Variational Inference

Martin J. Wainwright, Michael I. Jordan · Foundations and Trends® in Machine Learning · 2008 · 1.8K citations

Natural Sciences, Mathematics, Probability Theory +15

Sharp Thresholds for High-Dimensional and Noisy Sparsity Recovery Using $\ell _{1}$-Constrained Quadratic Programming (Lasso)

Martin J. Wainwright · IEEE Transactions on Information Theory · 2009 · 1.3K citations

Natural Sciences, Computer Science, Mathematics +17

Local Privacy and Statistical Minimax Rates

John C. Duchi, Michael I. Jordan, Martin J. Wainwright · 2013 · 990 citations

Natural Sciences, Mathematics, Information Theory +15