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## Search the dblp DataBase
Martin J. Wainwright:
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## Publications of Author- Emin Martinian, Martin J. Wainwright
**Low Density Codes Achieve theRate-Distortion Bound.**[Citation Graph (0, 0)][DBLP] DCC, 2006, pp:153-162 [Conf] - Vasily Strela, Javier Portilla, Martin J. Wainwright, Eero P. Simoncelli
**Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain.**[Citation Graph (0, 0)][DBLP] ICIP (2), 2001, pp:37-40 [Conf] - Martin J. Wainwright, Eero P. Simoncelli, Alan S. Willsky
**Random Cascades of Gaussian Scale Mixtures and Their Use in Modeling Natural Images With Application to Denoising.**[Citation Graph (0, 0)][DBLP] ICIP, 2000, pp:- [Conf] - XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan
**Decentralized detection and classification using kernel methods.**[Citation Graph (0, 0)][DBLP] ICML, 2004, pp:- [Conf] - Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
**Geographic gossip: efficient aggregation for sensor networks.**[Citation Graph (0, 0)][DBLP] IPSN, 2006, pp:69-76 [Conf] - Jeremy Schiff, Dominic Antonelli, Alexandros G. Dimakis, David Chu, Martin J. Wainwright
**Robust message-passing for statistical inference in sensor networks.**[Citation Graph (0, 0)][DBLP] IPSN, 2007, pp:109-118 [Conf] - XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan
**Divergences, surrogate loss functions and experimental design.**[Citation Graph (0, 0)][DBLP] NIPS, 2005, pp:- [Conf] - Martin J. Wainwright
**Estimating the wrong Markov random field: Benefits in the computation-limited setting.**[Citation Graph (0, 0)][DBLP] NIPS, 2005, pp:- [Conf] - Martin J. Wainwright, Michael I. Jordan
**Semidefinite Relaxations for Approximate Inference on Graphs with Cycles.**[Citation Graph (0, 0)][DBLP] NIPS, 2003, pp:- [Conf] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**Tree-based reparameterization for approximate inference on loopy graphs.**[Citation Graph (0, 0)][DBLP] NIPS, 2001, pp:1001-1008 [Conf] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**Exact MAP Estimates by (Hyper)tree Agreement.**[Citation Graph (0, 0)][DBLP] NIPS, 2002, pp:809-816 [Conf] - Martin J. Wainwright, Eero P. Simoncelli
**Scale Mixtures of Gaussians and the Statistics of Natural Images.**[Citation Graph (0, 0)][DBLP] NIPS, 1999, pp:855-861 [Conf] - Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky
**Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles.**[Citation Graph (0, 0)][DBLP] NIPS, 2000, pp:661-667 [Conf] - Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright
**A new look at survey propagation and its generalizations.**[Citation Graph (0, 0)][DBLP] SODA, 2005, pp:1089-1098 [Conf] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**A New Class of upper Bounds on the Log Partition Function.**[Citation Graph (0, 0)][DBLP] UAI, 2002, pp:536-543 [Conf] - Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright
**A New Look at Survey Propagation and its Generalizations**[Citation Graph (0, 0)][DBLP] CoRR, 2004, v:0, n:, pp:- [Journal] - Martin J. Wainwright
**Estimating the "Wrong" Graphical Model: Benefits in the Computation-Limited Setting.**[Citation Graph (0, 0)][DBLP] Journal of Machine Learning Research, 2006, v:7, n:, pp:1829-1859 [Journal] - Javier Portilla, Vasily Strela, Martin J. Wainwright, Eero P. Simoncelli
**Image denoising using scale mixtures of Gaussians in the wavelet domain.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Image Processing, 2003, v:12, n:11, pp:1338-1351 [Journal] - Jon Feldman, Martin J. Wainwright, David R. Karger
**Using linear programming to Decode Binary linear codes.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Information Theory, 2005, v:51, n:3, pp:954-972 [Journal] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**Tree-based reparameterization framework for analysis of sum-product and related algorithms.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Information Theory, 2003, v:49, n:5, pp:1120-1146 [Journal] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**A new class of upper bounds on the log partition function.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Information Theory, 2005, v:51, n:7, pp:2313-2335 [Journal] - Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky
**MAP estimation via agreement on trees: message-passing and linear programming.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Information Theory, 2005, v:51, n:11, pp:3697-3717 [Journal] - Jon Feldman, Tal Malkin, Rocco A. Servedio, Clifford Stein, Martin J. Wainwright
**LP Decoding Corrects a Constant Fraction of Errors.**[Citation Graph (0, 0)][DBLP] IEEE Transactions on Information Theory, 2007, v:53, n:1, pp:82-89 [Journal] - Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran
**Network Coding for Distributed Storage Systems.**[Citation Graph (0, 0)][DBLP] INFOCOM, 2007, pp:2000-2008 [Conf] - Martin J. Wainwright, Pradeep Ravikumar, John D. Lafferty
**High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression.**[Citation Graph (0, 0)][DBLP] NIPS, 2006, pp:1465-1472 [Conf] - Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright
**Probabilistic analysis of linear programming decoding.**[Citation Graph (0, 0)][DBLP] SODA, 2007, pp:385-394 [Conf] - Vladimir Kolmogorov, Martin J. Wainwright
**On the Optimality of Tree-reweighted Max-product Message-passing.**[Citation Graph (0, 0)][DBLP] UAI, 2005, pp:316-323 [Conf] - 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.**[Citation Graph (0, 0)][DBLP] GLOBECOM, 2006, pp:- [Conf] - Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright
**Probabilistic Analysis of Linear Programming Decoding**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran
**Network Coding for Distributed Storage Systems**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Martin J. Wainwright
**Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Martin J. Wainwright, Emin Martinian
**Low-density graph codes that are optimal for source/channel coding and binning**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Ram Rajagopal, Martin J. Wainwright
**Universal Quantile Estimation with Feedback in the Communication-Constrained Setting**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Emin Martinian, Martin J. Wainwright
**Low density codes achieve the rate-distortion bound**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Emin Martinian, Martin J. Wainwright
**Analysis of LDGM and compound codes for lossy compression and binning**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
**Geographic Gossip: Efficient Aggregation for Sensor Networks**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Martin J. Wainwright
**Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Emin Martinian, Martin J. Wainwright
**Low-density constructions can achieve the Wyner-Ziv and Gelfand-Pinsker bounds**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Martin J. Wainwright
**Sharp thresholds for high-dimensional and noisy recovery of sparsity**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Alexandros G. Dimakis, Martin J. Wainwright
**Guessing Facets: Polytope Structure and Improved LP Decoder**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan
**On optimal quantization rules for some sequential decision problems**[Citation Graph (0, 0)][DBLP] CoRR, 2006, v:0, n:, pp:- [Journal] - Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright
**Guessing Facets: Polytope Structure and Improved LP Decoding**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright
**Geographic Gossip: Efficient Averaging for Sensor Networks**[Citation Graph (0, 0)][DBLP] CoRR, 2007, v:0, n:, pp:- [Journal] - Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright
**A new look at survey propagation and its generalizations.**[Citation Graph (0, 0)][DBLP] J. ACM, 2007, v:54, n:4, pp:- [Journal] **Quantization Effects in Low-Density Parity-Check Decoders.**[Citation Graph (, )][DBLP]**Analysis of Absorbing Sets for Array-Based LDPC Codes.**[Citation Graph (, )][DBLP]**Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes.**[Citation Graph (, )][DBLP]**Estimation of (near) low-rank matrices with noise and high-dimensional scaling.**[Citation Graph (, )][DBLP]**Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization.**[Citation Graph (, )][DBLP]**Loop Series and Bethe Variational Bounds in Attractive Graphical Models.**[Citation Graph (, )][DBLP]**High-dimensional support union recovery in multivariate regression.**[Citation Graph (, )][DBLP]**Phase transitions for high-dimensional joint support recovery.**[Citation Graph (, )][DBLP]**Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of l**[Citation Graph (, )][DBLP]_{1}-regularized MLE.**Lowering LDPC Error Floors by Postprocessing.**[Citation Graph (, )][DBLP]**Lossy source encoding via message-passing and decimation over generalized codewords of LDGM codes**[Citation Graph (, )][DBLP]**MAP estimation via agreement on (hyper)trees: Message-passing and linear programming**[Citation Graph (, )][DBLP]**On divergences, surrogate loss functions, and decentralized detection**[Citation Graph (, )][DBLP]**Network Coding for Distributed Storage Systems**[Citation Graph (, )][DBLP]**Network-based consensus averaging with general noisy channels**[Citation Graph (, )][DBLP]**High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency**[Citation Graph (, )][DBLP]**Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices**[Citation Graph (, )][DBLP]**Lower Bounds on the Rate-Distortion Function of LDGM Codes**[Citation Graph (, )][DBLP]**Estimating divergence functionals and the likelihood ratio by convex risk minimization**[Citation Graph (, )][DBLP]**Information-theoretic limits of selecting binary graphical models in high dimensions**[Citation Graph (, )][DBLP]**Simultaneous support recovery in high dimensions: Benefits and perils of block l**[Citation Graph (, )][DBLP]_{1}/l_{infinity}-regularization
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