Martin J. Wainwright

38.6k total citations · 10 hit papers
232 papers, 18.7k citations indexed

About

Martin J. Wainwright is a scholar working on Artificial Intelligence, Computer Networks and Communications and Statistics and Probability. According to data from OpenAlex, Martin J. Wainwright has authored 232 papers receiving a total of 18.7k indexed citations (citations by other indexed papers that have themselves been cited), including 119 papers in Artificial Intelligence, 94 papers in Computer Networks and Communications and 93 papers in Statistics and Probability. Recurrent topics in Martin J. Wainwright's work include Statistical Methods and Inference (71 papers), Sparse and Compressive Sensing Techniques (54 papers) and Error Correcting Code Techniques (51 papers). Martin J. Wainwright is often cited by papers focused on Statistical Methods and Inference (71 papers), Sparse and Compressive Sensing Techniques (54 papers) and Error Correcting Code Techniques (51 papers). Martin J. Wainwright collaborates with scholars based in United States, Switzerland and Spain. Martin J. Wainwright's co-authors include Michael I. Jordan, Eero P. Simoncelli, Robert Tibshirani, Trevor Hastie, John C. Duchi, Javier Portilla, Vasily Strela, Alan S. Willsky, Alexandros G. Dimakis and Kannan Ramchandran and has published in prestigious journals such as IEEE Transactions on Information Theory, Monthly Notices of the Royal Astronomical Society and IEEE Transactions on Image Processing.

In The Last Decade

Martin J. Wainwright

224 papers receiving 17.7k citations

Hit Papers

Image denoising using scale mixtures of gaussians in the ... 2003 2026 2010 2018 2003 2007 2015 2010 2008 500 1000 1.5k

Peers

Martin J. Wainwright
Comparison fields: 5 of 207
  • Artificial Intelligence 7.3k
  • Computer Networks and Communications 5.2k
  • Computer Vision and Pattern Recognition 3.9k
  • Statistics and Probability 3.4k
  • Computational Mechanics 3.3k
Replace Alfred O. Hero with:
Alfred O. Hero United States
Alan S. Willsky United States
Randal Douc United Kingdom
Шун-ичи Амари Japan
Radford M. Neal Canada
Alexander J. Smola United States
Joy A. Thomas United States
Lieven Vandenberghe United States
Inderjit S. Dhillon United States
Jieping Ye United States
Alfred O. Hero United States View profile →
Citations per field, relative to Martin J. Wainwright
Martin J. Wainwright · 1×
Citations per year, relative to Martin J. Wainwright
Martin J. Wainwright · 1×

Countries citing papers authored by Martin J. Wainwright

Since Specialization
Citations

This map shows the geographic impact of Martin J. Wainwright's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Martin J. Wainwright with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Martin J. Wainwright more than expected).

Fields of papers citing papers by Martin J. Wainwright

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Martin J. Wainwright. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Martin J. Wainwright. The network helps show where Martin J. Wainwright may publish in the future.

Co-authorship network of co-authors of Martin J. Wainwright

This figure shows the co-authorship network connecting the top 25 collaborators of Martin J. Wainwright. A scholar is included among the top collaborators of Martin J. Wainwright based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Martin J. Wainwright. Martin J. Wainwright is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
# Work Indexed citations
1 1
2
High-Order Langevin Diffusion Yields an Accelerated MCMC Algorithm
15
3
Theoretical guarantees for EM under misspecified Gaussian mixture models
3
4
Log-concave sampling: Metropolis-Hastings algorithms are fast
2
5
A practical scheme and fast algorithm to tune the lasso with optimality guarantees
12
6
Asymptotic behavior of $\ell_p$-based Laplacian regularization in semi-supervised learning
10
7
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
11
8
Divide and Conquer Kernel Ridge Regression
68
9
Information-theoretic lower bounds for distributed statistical estimation with communication constraints
75
10
Local Privacy and Statistical Minimax Rates
2
11 111
12
Stochastic Belief Propagation: Low-Complexity Message-Passing with Guarantees
0
13 189
14
Information-theoretic lower bounds on the oracle complexity of convex optimization
32
15
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness
8
16
Joint support recovery under high-dimensional scaling: Benefits and perils of ℓ 1,∞ -regularization
37
17
Phase transitions for high-dimensional joint support recovery
14
18 66
19
Exact MAP Estimates by (Hyper)tree Agreement
21
20
Tree-based reparameterization for approximate inference on loopy graphs
43

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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