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Martin J. Wainwright: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Emin Martinian, Martin J. Wainwright
    Low Density Codes Achieve theRate-Distortion Bound. [Citation Graph (0, 0)][DBLP]
    DCC, 2006, pp:153-162 [Conf]
  2. 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]
  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. [Citation Graph (0, 0)][DBLP]
    ICIP, 2000, pp:- [Conf]
  4. XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan
    Decentralized detection and classification using kernel methods. [Citation Graph (0, 0)][DBLP]
    ICML, 2004, pp:- [Conf]
  5. 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]
  6. 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]
  7. XuanLong Nguyen, Martin J. Wainwright, Michael I. Jordan
    Divergences, surrogate loss functions and experimental design. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  8. Martin J. Wainwright
    Estimating the wrong Markov random field: Benefits in the computation-limited setting. [Citation Graph (0, 0)][DBLP]
    NIPS, 2005, pp:- [Conf]
  9. Martin J. Wainwright, Michael I. Jordan
    Semidefinite Relaxations for Approximate Inference on Graphs with Cycles. [Citation Graph (0, 0)][DBLP]
    NIPS, 2003, pp:- [Conf]
  10. 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]
  11. 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]
  12. 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]
  13. 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]
  14. 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]
  15. 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]
  16. 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]
  17. 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]
  18. 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]
  19. 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]
  20. 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]
  21. 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]
  22. 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]
  23. 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]
  24. 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]
  25. 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]
  26. 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]
  27. 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]
  28. 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]
  29. 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]
  30. 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]
  31. 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]
  32. 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]
  33. 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]
  34. 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]
  35. 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]
  36. 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]
  37. 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]
  38. 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]
  39. 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]
  40. 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]
  41. 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]
  42. 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]
  43. 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]
  44. 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]

  45. Quantization Effects in Low-Density Parity-Check Decoders. [Citation Graph (, )][DBLP]


  46. Analysis of Absorbing Sets for Array-Based LDPC Codes. [Citation Graph (, )][DBLP]


  47. Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes. [Citation Graph (, )][DBLP]


  48. Estimation of (near) low-rank matrices with noise and high-dimensional scaling. [Citation Graph (, )][DBLP]


  49. Estimating divergence functionals and the likelihood ratio by penalized convex risk minimization. [Citation Graph (, )][DBLP]


  50. Loop Series and Bethe Variational Bounds in Attractive Graphical Models. [Citation Graph (, )][DBLP]


  51. High-dimensional support union recovery in multivariate regression. [Citation Graph (, )][DBLP]


  52. Phase transitions for high-dimensional joint support recovery. [Citation Graph (, )][DBLP]


  53. Model Selection in Gaussian Graphical Models: High-Dimensional Consistency of l1-regularized MLE. [Citation Graph (, )][DBLP]


  54. Lowering LDPC Error Floors by Postprocessing. [Citation Graph (, )][DBLP]


  55. Lossy source encoding via message-passing and decimation over generalized codewords of LDGM codes [Citation Graph (, )][DBLP]


  56. MAP estimation via agreement on (hyper)trees: Message-passing and linear programming [Citation Graph (, )][DBLP]


  57. On divergences, surrogate loss functions, and decentralized detection [Citation Graph (, )][DBLP]


  58. Network Coding for Distributed Storage Systems [Citation Graph (, )][DBLP]


  59. Network-based consensus averaging with general noisy channels [Citation Graph (, )][DBLP]


  60. High-dimensional subset recovery in noise: Sparsified measurements without loss of statistical efficiency [Citation Graph (, )][DBLP]


  61. Information-theoretic limits on sparse signal recovery: Dense versus sparse measurement matrices [Citation Graph (, )][DBLP]


  62. Lower Bounds on the Rate-Distortion Function of LDGM Codes [Citation Graph (, )][DBLP]


  63. Estimating divergence functionals and the likelihood ratio by convex risk minimization [Citation Graph (, )][DBLP]


  64. Information-theoretic limits of selecting binary graphical models in high dimensions [Citation Graph (, )][DBLP]


  65. Simultaneous support recovery in high dimensions: Benefits and perils of block l1/linfinity-regularization [Citation Graph (, )][DBLP]


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