Martin J. Wainwright

	2009
73		Sahand Negahban, Martin J. Wainwright: Simultaneous support recovery in high dimensions: Benefits and perils of block l1/linfinity-regularization CoRR abs/0905.0642: (2009)
72		Narayana P. Santhanam, Martin J. Wainwright: Information-theoretic limits of selecting binary graphical models in high dimensions CoRR abs/0905.2639: (2009)
71		Lara Dolecek, P. 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 27(6): 908-917 (2009)
70		Martin J. Wainwright, Emin Martinian: Low-Density Graph Codes That Are Optimal for Binning and Coding With Side Information. IEEE Transactions on Information Theory 55(3): 1061-1079 (2009)
	2008
69		Zhengya Zhang, Lara Dolecek, Borivoje Nikolic, Venkat Anantharam, Martin J. Wainwright: Lowering LDPC Error Floors by Postprocessing. GLOBECOM 2008: 3074-3079
68		Pradeep D. Ravikumar, Alekh Agarwal, Martin J. Wainwright: Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes. ICML 2008: 800-807
67		Sahand Negahban, Martin J. Wainwright: Phase transitions for high-dimensional joint support recovery. NIPS 2008: 1161-1168
66		Guillaume Obozinski, Martin J. Wainwright, Michael I. Jordan: High-dimensional support union recovery in multivariate regression. NIPS 2008: 1217-1224
65		Alexandros G. Dimakis, Brighten Godfrey, Yunnan Wu, Martin J. Wainwright, Kannan Ramchandran: Network Coding for Distributed Storage Systems CoRR abs/0803.0632: (2008)
64		Ram Rajagopal, Martin J. Wainwright: Network-based consensus averaging with general noisy channels CoRR abs/0805.0438: (2008)
63		Dapo Omidiran, Martin J. Wainwright: High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency CoRR abs/0805.3005: (2008)
62		Wei Wang, Martin J. Wainwright, Kannan Ramchandran: Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices CoRR abs/0806.0604: (2008)
61		Alexandros G. Dimakis, Martin J. Wainwright, Kannan Ramchandran: Lower Bounds on the Rate-Distortion Function of LDGM Codes CoRR abs/0808.2073: (2008)
60		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: Estimating divergence functionals and the likelihood ratio by convex risk minimization CoRR abs/0809.0853: (2008)
59		Martin J. Wainwright, Michael I. Jordan: Graphical Models, Exponential Families, and Variational Inference. Foundations and Trends in Machine Learning 1(1-2): 1-305 (2008)
58		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: On Optimal Quantization Rules for Some Problems in Sequential Decentralized Detection. IEEE Transactions on Information Theory 54(7): 3285-3295 (2008)
57		Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright: Probabilistic Analysis of Linear Programming Decoding. IEEE Transactions on Information Theory 54(8): 3565-3578 (2008)
56		Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright: Geographic Gossip: Efficient Averaging for Sensor Networks. IEEE Transactions on Signal Processing 56(3): 1205-1216 (2008)
55		Tanya Roosta, Martin J. Wainwright, Shankar S. Sastry: Convergence Analysis of Reweighted Sum-Product Algorithms. IEEE Transactions on Signal Processing 56(9): 4293-4305 (2008)
	2007
54		Zhengya Zhang, Lara Dolecek, Martin J. Wainwright, Venkat Anantharam, Borivoje Nikolic: Quantization Effects in Low-Density Parity-Check Decoders. ICC 2007: 6231-6237
53		Lara Dolecek, Zhengya Zhang, Venkat Anantharam, Martin J. Wainwright, Borivoje Nikolic: Analysis of Absorbing Sets for Array-Based LDPC Codes. ICC 2007: 6261-6268
52		Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran: Network Coding for Distributed Storage Systems. INFOCOM 2007: 2000-2008
51		Jeremy Schiff, Dominic Antonelli, Alexandros G. Dimakis, David Chu, Martin J. Wainwright: Robust message-passing for statistical inference in sensor networks. IPSN 2007: 109-118
50		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization. NIPS 2007
49		Erik B. Sudderth, Martin J. Wainwright, Alan S. Willsky: Loop Series and Bethe Variational Bounds in Attractive Graphical Models. NIPS 2007
48		Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright: Probabilistic analysis of linear programming decoding. SODA 2007: 385-394
47		Martin J. Wainwright, Emin Martinian: Low-density graph codes that are optimal for source/channel coding and binning CoRR abs/0704.1818: (2007)
46		Ram Rajagopal, Martin J. Wainwright: Universal Quantile Estimation with Feedback in the Communication-Constrained Setting CoRR abs/0706.0720: (2007)
45		Alexandros G. Dimakis, Amin A. Gohari, Martin J. Wainwright: Guessing Facets: Polytope Structure and Improved LP Decoding CoRR abs/0709.3915: (2007)
44		Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright: Geographic Gossip: Efficient Averaging for Sensor Networks CoRR abs/0709.3921: (2007)
43		Constantinos Daskalakis, Alexandros G. Dimakis, Richard M. Karp, Martin J. Wainwright: Probabilistic Analysis of Linear Programming Decoding CoRR abs/cs/0702014: (2007)
42		Alexandros G. Dimakis, Brighten Godfrey, Martin J. Wainwright, Kannan Ramchandran: Network Coding for Distributed Storage Systems CoRR abs/cs/0702015: (2007)
41		Martin J. Wainwright: Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting CoRR abs/math/0702301: (2007)
40		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 53(1): 82-89 (2007)
39		Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright: A new look at survey propagation and its generalizations. J. ACM 54(4): (2007)
	2006
38		Emin Martinian, Martin J. Wainwright: Low Density Codes Achieve theRate-Distortion Bound. DCC 2006: 153-162
37		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
36		Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright: Geographic gossip: efficient aggregation for sensor networks. IPSN 2006: 69-76
35		Martin J. Wainwright, Pradeep D. Ravikumar, John D. Lafferty: High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression. NIPS 2006: 1465-1472
34		Emin Martinian, Martin J. Wainwright: Low density codes achieve the rate-distortion bound CoRR abs/cs/0601123: (2006)
33		Emin Martinian, Martin J. Wainwright: Analysis of LDGM and compound codes for lossy compression and binning CoRR abs/cs/0602046: (2006)
32		Alexandros G. Dimakis, Anand D. Sarwate, Martin J. Wainwright: Geographic Gossip: Efficient Aggregation for Sensor Networks CoRR abs/cs/0602071: (2006)
31		Martin J. Wainwright: Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting CoRR abs/cs/0602092: (2006)
30		Emin Martinian, Martin J. Wainwright: Low-density constructions can achieve the Wyner-Ziv and Gelfand-Pinsker bounds CoRR abs/cs/0605091: (2006)
29		Alexandros G. Dimakis, Martin J. Wainwright: Guessing Facets: Polytope Structure and Improved LP Decoder CoRR abs/cs/0608029: (2006)
28		Martin J. Wainwright: Sharp thresholds for high-dimensional and noisy recovery of sparsity CoRR abs/math/0605740: (2006)
27		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: On optimal quantization rules for some sequential decision problems CoRR abs/math/0608556: (2006)
26		Martin J. Wainwright, Michael I. Jordan: Log-determinant relaxation for approximate inference in discrete Markov random fields. IEEE Transactions on Signal Processing 54(6-1): 2099-2109 (2006)
25		Martin J. Wainwright: Estimating the "Wrong" Graphical Model: Benefits in the Computation-Limited Setting. Journal of Machine Learning Research 7: 1829-1859 (2006)
	2005
24		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: Divergences, surrogate loss functions and experimental design. NIPS 2005
23		Martin J. Wainwright: Estimating the wrong Markov random field: Benefits in the computation-limited setting. NIPS 2005
22		Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright: A new look at survey propagation and its generalizations. SODA 2005: 1089-1098
21		Vladimir Kolmogorov, Martin J. Wainwright: On the Optimality of Tree-reweighted Max-product Message-passing. UAI 2005: 316-323
20		Martin J. Wainwright, Elitza N. Maneva: Lossy source encoding via message-passing and decimation over generalized codewords of LDGM codes CoRR abs/cs/0508068: (2005)
19		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: MAP estimation via agreement on (hyper)trees: Message-passing and linear programming CoRR abs/cs/0508070: (2005)
18		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: On divergences, surrogate loss functions, and decentralized detection CoRR abs/math/0510521: (2005)
17		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: MAP estimation via agreement on trees: message-passing and linear programming. IEEE Transactions on Information Theory 51(11): 3697-3717 (2005)
16		Jon Feldman, Martin J. Wainwright, David R. Karger: Using linear programming to Decode Binary linear codes. IEEE Transactions on Information Theory 51(3): 954-972 (2005)
15		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: A new class of upper bounds on the log partition function. IEEE Transactions on Information Theory 51(7): 2313-2335 (2005)
	2004
14		XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan: Decentralized detection and classification using kernel methods. ICML 2004
13		Elitza N. Maneva, Elchanan Mossel, Martin J. Wainwright: A New Look at Survey Propagation and its Generalizations CoRR cs.CC/0409012: (2004)
12		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: Tree consistency and bounds on the performance of the max-product algorithm and its generalizations. Statistics and Computing 14(2): 143-166 (2004)
	2003
11		Martin J. Wainwright, Michael I. Jordan: Semidefinite Relaxations for Approximate Inference on Graphs with Cycles. NIPS 2003
10		Javier Portilla, Vasily Strela, Martin J. Wainwright, Eero P. Simoncelli: Image denoising using scale mixtures of Gaussians in the wavelet domain. IEEE Transactions on Image Processing 12(11): 1338-1351 (2003)
9		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: Tree-based reparameterization framework for analysis of sum-product and related algorithms. IEEE Transactions on Information Theory 49(5): 1120-1146 (2003)
	2002
8		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: Exact MAP Estimates by (Hyper)tree Agreement. NIPS 2002: 809-816
7		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: A New Class of upper Bounds on the Log Partition Function. UAI 2002: 536-543
6		John W. Fisher III, Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky: Statistical and Information-Theoretic Methods for Self-Organization and Fusion of Multimodal, Networked Sensors. IJHPCA 16(3): 337-353 (2002)
	2001
5		Vasily Strela, Javier Portilla, Martin J. Wainwright, Eero P. Simoncelli: Adaptive Wiener denoising using a Gaussian scale mixture model in the wavelet domain. ICIP (2) 2001: 37-40
4		Martin J. Wainwright, Tommi Jaakkola, Alan S. Willsky: Tree-based reparameterization for approximate inference on loopy graphs. NIPS 2001: 1001-1008
	2000
3		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. ICIP 2000
2		Martin J. Wainwright, Erik B. Sudderth, Alan S. Willsky: Tree-Based Modeling and Estimation of Gaussian Processes on Graphs with Cycles. NIPS 2000: 661-667
	1999
1		Martin J. Wainwright, Eero P. Simoncelli: Scale Mixtures of Gaussians and the Statistics of Natural Images. NIPS 1999: 855-861

Coauthor Index

1	Alekh Agarwal	[68]
2	Venkat Anantharam	[37] [53] [54] [69] [71]
3	Dominic Antonelli	[51]
4	David Chu	[51]
5	Constantinos Daskalakis (Konstantinos Daskalakis)	[43] [48] [57]
6	Alexandros G. Dimakis	[29] [32] [36] [42] [43] [44] [45] [48] [51] [52] [56] [57] [61] [65]
7	Lara Dolecek	[37] [53] [54] [69] [71]
8	Jon Feldman	[16] [40]
9	John W. Fisher III	[6]
10	Brighten Godfrey	[42] [52] [65]
11	Amin A. Gohari	[45]
12	Tommi Jaakkola	[4] [7] [8] [9] [12] [15] [17] [19]
13	Michael I. Jordan	[11] [14] [18] [24] [26] [27] [50] [58] [59] [60] [66]
14	David R. Karger	[16]
15	Richard M. Karp	[43] [48] [57]
16	Vladimir Kolmogorov	[21]
17	John D. Lafferty	[35]
18	P. Lee	[71]
19	Tal Malkin	[40]
20	Elitza N. Maneva	[13] [20] [22] [39]
21	Emin Martinian	[30] [33] [34] [38] [47] [70]
22	Elchanan Mossel	[13] [22] [39]
23	Sahand Negahban	[67] [73]
24	XuanLong Nguyen	[14] [18] [24] [27] [50] [58] [60]
25	Borivoje Nikolic	[37] [53] [54] [69] [71]
26	Guillaume Obozinski	[66]
27	Dapo Omidiran	[63]
28	Javier Portilla	[5] [10]
29	Ram Rajagopal	[46] [64]
30	Kannan Ramchandran	[42] [52] [61] [62] [65]
31	Pradeep D. Ravikumar	[35] [68]
32	Tanya Roosta	[55]
33	Narayana P. Santhanam	[72]
34	Anand D. Sarwate	[32] [36] [44] [56]
35	Shankar Sastry (Shankar S. Sastry)	[55]
36	Jeremy Schiff	[51]
37	Rocco A. Servedio	[40]
38	Eero P. Simoncelli	[1] [3] [5] [10]
39	Clifford Stein	[40]
40	Vasily Strela	[5] [10]
41	Erik B. Sudderth	[2] [6] [49]
42	Wei Wang	[62]
43	Alan S. Willsky	[2] [3] [4] [6] [7] [8] [9] [12] [15] [17] [19] [49]
44	Yunnan Wu	[65]
45	Zhengya Zhang	[37] [53] [54] [69] [71]

Colors in the list of coauthors