| 2009 |
|---|
| 67 | EE | 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 |
|---|
| 66 | EE | Zhengya Zhang,
Lara Dolecek,
Borivoje Nikolic,
Venkat Anantharam,
Martin J. Wainwright:
Lowering LDPC Error Floors by Postprocessing.
GLOBECOM 2008: 3074-3079 |
| 65 | EE | Pradeep Ravikumar,
Alekh Agarwal,
Martin J. Wainwright:
Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes.
ICML 2008: 800-807 |
| 64 | EE | Sahand Negahban,
Martin J. Wainwright:
Phase transitions for high-dimensional joint support recovery.
NIPS 2008: 1161-1168 |
| 63 | EE | Guillaume Obozinski,
Martin J. Wainwright,
Michael I. Jordan:
High-dimensional support union recovery in multivariate regression.
NIPS 2008: 1217-1224 |
| 62 | EE | Alexandros G. Dimakis,
Brighten Godfrey,
Yunnan Wu,
Martin J. Wainwright,
Kannan Ramchandran:
Network Coding for Distributed Storage Systems
CoRR abs/0803.0632: (2008) |
| 61 | EE | Ram Rajagopal,
Martin J. Wainwright:
Network-based consensus averaging with general noisy channels
CoRR abs/0805.0438: (2008) |
| 60 | EE | Dapo Omidiran,
Martin J. Wainwright:
High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency
CoRR abs/0805.3005: (2008) |
| 59 | EE | Wei Wang,
Martin J. Wainwright,
Kannan Ramchandran:
Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices
CoRR abs/0806.0604: (2008) |
| 58 | EE | Alexandros G. Dimakis,
Martin J. Wainwright,
Kannan Ramchandran:
Lower Bounds on the Rate-Distortion Function of LDGM Codes
CoRR abs/0808.2073: (2008) |
| 57 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
Estimating divergence functionals and the likelihood ratio by convex risk minimization
CoRR abs/0809.0853: (2008) |
| 56 | EE | 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) |
| 55 | EE | 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) |
| 54 | EE | 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) |
| 53 | EE | 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) |
| 2007 |
|---|
| 52 | EE | Zhengya Zhang,
Lara Dolecek,
Martin J. Wainwright,
Venkat Anantharam,
Borivoje Nikolic:
Quantization Effects in Low-Density Parity-Check Decoders.
ICC 2007: 6231-6237 |
| 51 | EE | Lara Dolecek,
Zhengya Zhang,
Venkat Anantharam,
Martin J. Wainwright,
Borivoje Nikolic:
Analysis of Absorbing Sets for Array-Based LDPC Codes.
ICC 2007: 6261-6268 |
| 50 | EE | Alexandros G. Dimakis,
Brighten Godfrey,
Martin J. Wainwright,
Kannan Ramchandran:
Network Coding for Distributed Storage Systems.
INFOCOM 2007: 2000-2008 |
| 49 | EE | 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 |
| 48 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization.
NIPS 2007 |
| 47 | EE | Erik B. Sudderth,
Martin J. Wainwright,
Alan S. Willsky:
Loop Series and Bethe Variational Bounds in Attractive Graphical Models.
NIPS 2007 |
| 46 | EE | Constantinos Daskalakis,
Alexandros G. Dimakis,
Richard M. Karp,
Martin J. Wainwright:
Probabilistic analysis of linear programming decoding.
SODA 2007: 385-394 |
| 45 | EE | Martin J. Wainwright,
Emin Martinian:
Low-density graph codes that are optimal for source/channel coding and binning
CoRR abs/0704.1818: (2007) |
| 44 | EE | Ram Rajagopal,
Martin J. Wainwright:
Universal Quantile Estimation with Feedback in the Communication-Constrained Setting
CoRR abs/0706.0720: (2007) |
| 43 | EE | Alexandros G. Dimakis,
Amin A. Gohari,
Martin J. Wainwright:
Guessing Facets: Polytope Structure and Improved LP Decoding
CoRR abs/0709.3915: (2007) |
| 42 | EE | Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright:
Geographic Gossip: Efficient Averaging for Sensor Networks
CoRR abs/0709.3921: (2007) |
| 41 | EE | Constantinos Daskalakis,
Alexandros G. Dimakis,
Richard M. Karp,
Martin J. Wainwright:
Probabilistic Analysis of Linear Programming Decoding
CoRR abs/cs/0702014: (2007) |
| 40 | EE | Alexandros G. Dimakis,
Brighten Godfrey,
Martin J. Wainwright,
Kannan Ramchandran:
Network Coding for Distributed Storage Systems
CoRR abs/cs/0702015: (2007) |
| 39 | EE | Martin J. Wainwright:
Information-theoretic limits on sparsity recovery in the high-dimensional and noisy setting
CoRR abs/math/0702301: (2007) |
| 38 | EE | 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) |
| 37 | EE | Elitza N. Maneva,
Elchanan Mossel,
Martin J. Wainwright:
A new look at survey propagation and its generalizations.
J. ACM 54(4): (2007) |
| 2006 |
|---|
| 36 | EE | Emin Martinian,
Martin J. Wainwright:
Low Density Codes Achieve theRate-Distortion Bound.
DCC 2006: 153-162 |
| 35 | EE | 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 |
| 34 | EE | Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright:
Geographic gossip: efficient aggregation for sensor networks.
IPSN 2006: 69-76 |
| 33 | EE | Martin J. Wainwright,
Pradeep Ravikumar,
John D. Lafferty:
High-Dimensional Graphical Model Selection Using $\ell_1$-Regularized Logistic Regression.
NIPS 2006: 1465-1472 |
| 32 | EE | Emin Martinian,
Martin J. Wainwright:
Low density codes achieve the rate-distortion bound
CoRR abs/cs/0601123: (2006) |
| 31 | EE | Emin Martinian,
Martin J. Wainwright:
Analysis of LDGM and compound codes for lossy compression and binning
CoRR abs/cs/0602046: (2006) |
| 30 | EE | Alexandros G. Dimakis,
Anand D. Sarwate,
Martin J. Wainwright:
Geographic Gossip: Efficient Aggregation for Sensor Networks
CoRR abs/cs/0602071: (2006) |
| 29 | EE | Martin J. Wainwright:
Inconsistent parameter estimation in Markov random fields: Benefits in the computation-limited setting
CoRR abs/cs/0602092: (2006) |
| 28 | EE | Emin Martinian,
Martin J. Wainwright:
Low-density constructions can achieve the Wyner-Ziv and Gelfand-Pinsker bounds
CoRR abs/cs/0605091: (2006) |
| 27 | EE | Alexandros G. Dimakis,
Martin J. Wainwright:
Guessing Facets: Polytope Structure and Improved LP Decoder
CoRR abs/cs/0608029: (2006) |
| 26 | EE | Martin J. Wainwright:
Sharp thresholds for high-dimensional and noisy recovery of sparsity
CoRR abs/math/0605740: (2006) |
| 25 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
On optimal quantization rules for some sequential decision problems
CoRR abs/math/0608556: (2006) |
| 24 | EE | Martin J. Wainwright:
Estimating the "Wrong" Graphical Model: Benefits in the Computation-Limited Setting.
Journal of Machine Learning Research 7: 1829-1859 (2006) |
| 2005 |
|---|
| 23 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
Divergences, surrogate loss functions and experimental design.
NIPS 2005 |
| 22 | EE | Martin J. Wainwright:
Estimating the wrong Markov random field: Benefits in the computation-limited setting.
NIPS 2005 |
| 21 | EE | Elitza N. Maneva,
Elchanan Mossel,
Martin J. Wainwright:
A new look at survey propagation and its generalizations.
SODA 2005: 1089-1098 |
| 20 | EE | Vladimir Kolmogorov,
Martin J. Wainwright:
On the Optimality of Tree-reweighted Max-product Message-passing.
UAI 2005: 316-323 |
| 19 | EE | 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) |
| 18 | EE | 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) |
| 17 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
On divergences, surrogate loss functions, and decentralized detection
CoRR abs/math/0510521: (2005) |
| 16 | EE | 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) |
| 15 | EE | 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) |
| 14 | EE | 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 |
|---|
| 13 | EE | XuanLong Nguyen,
Martin J. Wainwright,
Michael I. Jordan:
Decentralized detection and classification using kernel methods.
ICML 2004 |
| 12 | EE | Elitza N. Maneva,
Elchanan Mossel,
Martin J. Wainwright:
A New Look at Survey Propagation and its Generalizations
CoRR cs.CC/0409012: (2004) |
| 11 | EE | 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 |
|---|
| 10 | EE | Martin J. Wainwright,
Michael I. Jordan:
Semidefinite Relaxations for Approximate Inference on Graphs with Cycles.
NIPS 2003 |
| 9 | EE | 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) |
| 8 | | 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 |
|---|
| 7 | EE | Martin J. Wainwright,
Tommi Jaakkola,
Alan S. Willsky:
Exact MAP Estimates by (Hyper)tree Agreement.
NIPS 2002: 809-816 |
| 6 | | Martin J. Wainwright,
Tommi Jaakkola,
Alan S. Willsky:
A New Class of upper Bounds on the Log Partition Function.
UAI 2002: 536-543 |
| 2001 |
|---|
| 5 | EE | 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 | EE | 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 | EE | Martin J. Wainwright,
Eero P. Simoncelli:
Scale Mixtures of Gaussians and the Statistics of Natural Images.
NIPS 1999: 855-861 |
