| Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
| 1 | Arash A. Amini, Martin J. Wainwright |
Approximation properties of certain operator-induced norms on Hilbert spaces.  |
Journal of Approximation Theory  |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Garvesh Raskutti, Martin J. Wainwright, Bin Yu |
Minimax-Optimal Rates For Sparse Additive Models Over Kernel Classes Via Convex Programming. |
Journal of Machine Learning Research |
2012 |
DBLP BibTeX RDF |
|
| 1 | John C. Duchi, Alekh Agarwal, Martin J. Wainwright |
Dual Averaging for Distributed Optimization: Convergence Analysis and Network Scaling. |
IEEE Trans. Automat. Contr. |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Alekh Agarwal, Peter L. Bartlett, Pradeep D. Ravikumar, Martin J. Wainwright |
Information-Theoretic Lower Bounds on the Oracle Complexity of Stochastic Convex Optimization. |
IEEE Transactions on Information Theory |
2012 |
DBLP DOI BibTeX RDF |
|
| 1 | Ram Rajagopal, Martin J. Wainwright |
Network-Based Consensus Averaging With General Noisy Channels. |
IEEE Transactions on Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Noorshams, Martin J. Wainwright |
Non-Asymptotic Analysis of an Optimal Algorithm for Network-Constrained Averaging With Noisy Links. |
J. Sel. Topics Signal Processing |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Po-Ling Loh, Martin J. Wainwright |
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Nima Noorshams, Martin J. Wainwright |
Stochastic Belief Propagation: Low-Complexity Message-Passing with Guarantees |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Sahand Negahban, Martin J. Wainwright |
Fast global convergence of gradient methods for high-dimensional statistical recovery |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Sahand Negahban, Martin J. Wainwright |
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions |
CoRR |
2011 |
DBLP BibTeX RDF |
|
| 1 | Garvesh Raskutti, Martin J. Wainwright, Bin Yu |
Minimax Rates of Estimation for High-Dimensional Linear Regression Over q -Balls. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahand Negahban, Martin J. Wainwright |
Simultaneous Support Recovery in High Dimensions: Benefits and Perils of Block 1/ INFINITY -Regularization. |
IEEE Transactions on Information Theory |
2011 |
DBLP DOI BibTeX RDF |
|
| 1 | Alekh Agarwal, Sahand Negahban, Martin J. Wainwright |
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. |
ICML |
2011 |
DBLP BibTeX RDF |
|
| 1 | Po-Ling Loh, Martin J. Wainwright |
High-dimensional regression with noisy and missing data: Provable guarantees with non-convexity. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Miles Lopes, Laurent Jacob, Martin J. Wainwright |
A More Powerful Two-Sample Test in High Dimensions using Random Projection. |
NIPS |
2011 |
DBLP BibTeX RDF |
|
| 1 | Pradeep D. Ravikumar, Alekh Agarwal, Martin J. Wainwright |
Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes. |
Journal of Machine Learning Research |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Garvesh Raskutti, Martin J. Wainwright, Bin Yu |
Restricted Eigenvalue Properties for Correlated Gaussian Designs. |
Journal of Machine Learning Research |
2010 |
DBLP BibTeX RDF |
|
| 1 | Dapo Omidiran, Martin J. Wainwright |
High-dimensional Variable Selection with Sparse Random Projections: Measurement Sparsity and Statistical Efficiency. |
Journal of Machine Learning Research |
2010 |
DBLP BibTeX RDF |
|
| 1 | Zhengya Zhang, Venkat Anantharam, Martin J. Wainwright, Borivoje Nikolic |
An Efficient 10GBASE-T Ethernet LDPC Decoder Design With Low Error Floors. |
J. Solid-State Circuits |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahand Negahban, Martin J. Wainwright |
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Sahand Negahban, Pradeep D. Ravikumar, Martin J. Wainwright, Bin Yu |
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers |
CoRR |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran |
Network coding for distributed storage systems. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Elitza N. Maneva, Emin Martinian |
Lossy source compression using low-density generator matrix codes: analysis and algorithms. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
Estimating Divergence Functionals and the Likelihood Ratio by Convex Risk Minimization. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Lara Dolecek, Zhengya Zhang, Venkat Anantharam, Martin J. Wainwright, Borivoje Nikolic |
Analysis of absorbing sets and fully absorbing sets of array-based LDPC codes. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Wang 0039, Martin J. Wainwright, Kannan Ramchandran |
Information-theoretic limits on sparse signal recovery: dense versus sparse measurement matrices. |
IEEE Transactions on Information Theory |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Nima Noorshams, Martin J. Wainwright |
A near-optimal algorithm for network-constrained averaging with noisy links. |
ISIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Wang 0039, Martin J. Wainwright, Kannan Ramchandran |
Information-theoretic bounds on model selection for Gaussian Markov random fields. |
ISIT |
2010 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahand Negahban, Martin J. Wainwright |
Estimation of (near) low-rank matrices with noise and high-dimensional scaling. |
ICML |
2010 |
DBLP BibTeX RDF |
|
| 1 | John C. Duchi, Alekh Agarwal, Martin J. Wainwright |
Distributed Dual Averaging In Networks. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Sahand Negahban, Martin J. Wainwright |
Fast global convergence rates of gradient methods for high-dimensional statistical recovery. |
NIPS |
2010 |
DBLP BibTeX RDF |
|
| 1 | Zhengya Zhang, Lara Dolecek, Borivoje Nikolic, Venkat Anantharam, Martin J. Wainwright |
Design of LDPC decoders for improved low error rate performance: quantization and algorithm choices. |
IEEE Transactions on Communications |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahand Negahban, Martin J. Wainwright |
Simultaneous support recovery in high dimensions: Benefits and perils of block l1/linfinity-regularization |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Narayana P. Santhanam, Martin J. Wainwright |
Information-theoretic limits of selecting binary graphical models in high dimensions |
CoRR |
2009 |
DBLP BibTeX RDF |
|
| 1 | Lara Dolecek, Pamela Lee, Zhengya Zhang, Venkat Anantharam, Borivoje Nikolic, Martin J. Wainwright |
Predicting error floors of structured LDPC codes: deterministic bounds and estimates. |
IEEE Journal on Selected Areas in Communications |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting. |
IEEE Transactions on Information Theory |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Sharp thresholds for high-dimensional and noisy sparsity recovery using l1-constrained quadratic programming (Lasso). |
IEEE Transactions on Information Theory |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Emin Martinian |
Low-Density Graph Codes That Are Optimal for Binning and Coding With Side Information. |
IEEE Transactions on Information Theory |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright |
Guessing facets: polytope structure and improved LP decoder. |
IEEE Transactions on Information Theory |
2009 |
DBLP DOI BibTeX RDF |
|
| 1 | Sahand Negahban, Pradeep D. Ravikumar, Martin J. Wainwright, Bin Yu |
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Garvesh Raskutti, Martin J. Wainwright, Bin Yu |
Lower bounds on minimax rates for nonparametric regression with additive sparsity and smoothness. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Alekh Agarwal, Peter L. Bartlett, Pradeep D. Ravikumar, Martin J. Wainwright |
Information-theoretic lower bounds on the oracle complexity of convex optimization. |
NIPS |
2009 |
DBLP BibTeX RDF |
|
| 1 | Tanya Roosta, Martin J. Wainwright, Shankar S. Sastry |
Convergence Analysis of Reweighted Sum-Product Algorithms. |
IEEE Transactions on Signal Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright |
Geographic Gossip: Efficient Averaging for Sensor Networks. |
IEEE Transactions on Signal Processing |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Michael I. Jordan |
Graphical Models, Exponential Families, and Variational Inference. |
Foundations and Trends in Machine Learning |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Dapo Omidiran, Martin J. Wainwright |
High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Martin J. Wainwright, Kannan Ramchandran |
Lower Bounds on the Rate-Distortion Function of LDGM Codes |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Ram Rajagopal, Martin J. Wainwright |
Network-based consensus averaging with general noisy channels |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Wei Wang 0039, Martin J. Wainwright, Kannan Ramchandran |
Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
Estimating divergence functionals and the likelihood ratio by convex risk minimization |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran |
Network Coding for Distributed Storage Systems |
CoRR |
2008 |
DBLP BibTeX RDF |
|
| 1 | Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright |
Probabilistic Analysis of Linear Programming Decoding. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection. |
IEEE Transactions on Information Theory |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Narayana P. Santhanam, Martin J. Wainwright |
Information-theoretic limits of graphical model selection in high dimensions. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Arash A. Amini, Martin J. Wainwright |
High-dimensional analysis of semidefinite relaxations for sparse principal components. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Wei Wang 0039, Martin J. Wainwright, Kannan Ramchandran |
Information-theoretic limits on sparse support recovery: Dense versus sparse measurements. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Pamela Lee, Lara Dolecek, Zhengya Zhang, Venkat Anantharam, Borivoje Nikolic, Martin J. Wainwright |
Error floors in LDPC codes: Fast simulation, bounds and hardware emulation. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Dapo Omidiran, Martin J. Wainwright |
High-dimensional subset recovery in noise: Sparse measurements and statistical efficiency. |
ISIT |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengya Zhang, Lara Dolecek, Borivoje Nikolic, Venkat Anantharam, Martin J. Wainwright |
Lowering LDPC Error Floors by Postprocessing. |
GLOBECOM |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Pradeep D. Ravikumar, Alekh Agarwal, Martin J. Wainwright |
Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes. |
ICML |
2008 |
DBLP DOI BibTeX RDF |
|
| 1 | Guillaume Obozinski, Martin J. Wainwright, Michael I. Jordan |
High-dimensional support union recovery in multivariate regression. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Sahand Negahban, Martin J. Wainwright |
Phase transitions for high-dimensional joint support recovery. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Pradeep D. Ravikumar, Garvesh Raskutti, Martin J. Wainwright, Bin Yu |
Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of l1-regularized MLE. |
NIPS |
2008 |
DBLP BibTeX RDF |
|
| 1 | Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright |
A new look at survey propagation and its generalizations. |
J. ACM |
2007 |
DBLP DOI BibTeX RDF |
sum-product, survey propagation, message-passing, Markov random field, belief propagation, Gibbs sampling, Satisfiability problems, factor graph, k-SAT |
| 1 | Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran |
Network Coding for Distributed Storage Systems |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright, Emin Martinian |
Low-density graph codes that are optimal for source/channel coding and binning |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright |
Geographic Gossip: Efficient Averaging for Sensor Networks |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright |
Probabilistic Analysis of Linear Programming Decoding |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright |
Guessing Facets: Polytope Structure and Improved LP Decoding |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Ram Rajagopal, Martin J. Wainwright |
Universal Quantile Estimation with Feedback in the Communication-Constrained Setting |
CoRR |
2007 |
DBLP BibTeX RDF |
|
| 1 | Jon Feldman, Tal Malkin, Rocco A. Servedio, Clifford Stein, Martin J. Wainwright |
LP Decoding Corrects a Constant Fraction of Errors. |
IEEE Transactions on Information Theory |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright |
Probabilistic analysis of linear programming decoding. |
SODA |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Zhengya Zhang, Lara Dolecek, Martin J. Wainwright, Venkat Anantharam, Borivoje Nikolic |
Quantization Effects in Low-Density Parity-Check Decoders. |
ICC |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Lara Dolecek, Zhengya Zhang, Venkat Anantharam, Martin J. Wainwright, Borivoje Nikolic |
Analysis of Absorbing Sets for Array-Based LDPC Codes. |
ICC |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran |
Network Coding for Distributed Storage Systems. |
INFOCOM |
2007 |
DBLP DOI BibTeX RDF |
|
| 1 | Jeremy Schiff, Dominic Antonelli, Alexandros G. Dimakis, David Chu, Martin J. Wainwright |
Robust message-passing for statistical inference in sensor networks. |
IPSN |
2007 |
DBLP DOI BibTeX RDF |
reweighted belief propagation, sensor networks, statistical inference, message-passing algorithms |
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky |
Loop Series and Bethe Variational Bounds in Attractive Graphical Models. |
NIPS |
2007 |
DBLP BibTeX RDF |
|
| 1 | Lei Chen, Martin J. Wainwright, Müjdat Çetin, Alan S. Willsky |
Data association based on optimization in graphical models with application to sensor networks. |
Mathematical and Computer Modelling |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Estimating the "Wrong" Graphical Model: Benefits in the Computation-Limited Setting. |
Journal of Machine Learning Research |
2006 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright, Michael I. Jordan |
Log-determinant relaxation for approximate inference in discrete Markov random fields. |
IEEE Transactions on Signal Processing |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Emin Martinian, Martin J. Wainwright |
Low density codes achieve the rate-distortion bound |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Emin Martinian, Martin J. Wainwright |
Low-density constructions can achieve the Wyner-Ziv and Gelfand-Pinsker bounds |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Emin Martinian, Martin J. Wainwright |
Analysis of LDGM and compound codes for lossy compression and binning |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright |
Sharp thresholds for high-dimensional and noisy recovery of sparsity |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
On optimal quantization rules for some sequential decision problems |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Martin J. Wainwright |
Guessing Facets: Polytope Structure and Improved LP Decoder |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright |
Geographic Gossip: Efficient Aggregation for Sensor Networks |
CoRR |
2006 |
DBLP BibTeX RDF |
|
| 1 | Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright |
Geographic gossip: efficient aggregation for sensor networks. |
IPSN |
2006 |
DBLP DOI BibTeX RDF |
distributed aggregation, sensor networks, random geometric graphs, distributed consensus, gossip algorithms |
| 1 | Zhengya Zhang, Lara Dolecek, Borivoje Nikolic, Venkat Anantharam, Martin J. Wainwright |
Investigation of Error Floors of Structured Low-Density Parity-Check Codes by Hardware Emulation. |
GLOBECOM |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Emin Martinian, Martin J. Wainwright |
Low Density Codes Achieve theRate-Distortion Bound. |
DCC |
2006 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Pradeep D. Ravikumar, John D. Lafferty |
High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression. |
NIPS |
2006 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright, Elitza N. Maneva |
Lossy source encoding via message-passing and decimation over generalized codewords of LDGM codes |
CoRR |
2005 |
DBLP BibTeX RDF |
|
| 1 | XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan |
On divergences, surrogate loss functions, and decentralized detection |
CoRR |
2005 |
DBLP BibTeX RDF |
|
| 1 | Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky |
MAP estimation via agreement on (hyper)trees: Message-passing and linear programming |
CoRR |
2005 |
DBLP BibTeX RDF |
|
| 1 | Jon Feldman, Martin J. Wainwright, David R. Karger |
Using linear programming to Decode Binary linear codes. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky |
A new class of upper bounds on the log partition function. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
| 1 | Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky |
MAP estimation via agreement on trees: message-passing and linear programming. |
IEEE Transactions on Information Theory |
2005 |
DBLP DOI BibTeX RDF |
|
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