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    JMLR
    2012
    160views Programming Languages» more  JMLR 2012»
    Low rank continuous-space graphical models
    12 years 1 months ago
    Low rank continuous-space graphical models
    Download  www.stat.columbia.edu
    Constructing tractable dependent probability distributions over structured continuous random vectors is a central problem in statistics and machine learning. It has proven diffic...
    Carl Smith, Frank Wood, Liam Paninski
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    JMLR
    2012
    256views Programming Languages» more  JMLR 2012»
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    12 years 1 months ago
    Globally Optimizing Graph Partitioning Problems Using Message Passing
    Download  www.cs.huji.ac.il
    Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
    Elad Mezuman, Yair Weiss
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    JMLR
    2012
    189views Programming Languages» more  JMLR 2012»
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    12 years 1 months ago
    Universal Measurement Bounds for Structured Sparse Signal Recovery
    Download  homepages.cae.wisc.edu
    Standard compressive sensing results state that to exactly recover an s sparse signal in Rp , one requires O(s · log p) measurements. While this bound is extremely useful in prac...
    Nikhil S. Rao, Ben Recht, Robert D. Nowak
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    JMLR
    2012
    195views Programming Languages» more  JMLR 2012»
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    12 years 1 months ago
    Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
    Download  jmlr.csail.mit.edu
    To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...
    Marco Grzegorczyk, Dirk Husmeier
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    SIGMOD
    2009
    ACM
    168views Database» more  SIGMOD 2009»
    Database research in computer games
    14 years 11 months ago
    Database research in computer games
    Download  www.cs.cornell.edu
    This tutorial presents an overview of the data management issues faced by computer games today. While many games do not use databases directly, they still have to process large am...
    Alan J. Demers, Johannes Gehrke, Christoph Koch, B...
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