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    JMLR
    2012
    159views Programming Languages» more  JMLR 2012»
    Randomized Optimum Models for Structured Prediction
    13 years 9 days ago
    Randomized Optimum Models for Structured Prediction
    Download  hips.seas.harvard.edu
    One approach to modeling structured discrete data is to describe the probability of states via an energy function and Gibbs distribution. A recurring difficulty in these models is...
    Daniel Tarlow, Ryan Prescott Adams, Richard S. Zem...
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    JMLR
    2012
    197views Programming Languages» more  JMLR 2012»
    A Bayesian Analysis of the Radioactive Releases of Fukushima
    13 years 9 days ago
    A Bayesian Analysis of the Radioactive Releases of Fukushima
    Download  jmlr.csail.mit.edu
    The Fukushima Daiichi disaster 11 March, 2011 is considered the largest nuclear accident since the 1986 Chernobyl disaster and has been rated at level 7 on the International Nucle...
    Ryota Tomioka, Morten Mørup
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    JMLR
    2012
    180views Programming Languages» more  JMLR 2012»
    On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models
    13 years 9 days ago
    On Sparse, Spectral and Other Parameterizations of Binary Probabilistic Models
    Download  www.cs.ubc.ca
    This paper studies issues relating to the parameterization of probability distributions over binary data sets. Several such parameterizations of models for binary data are known, ...
    David Buchman, Mark W. Schmidt, Shakir Mohamed, Da...
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    JMLR
    2012
    160views Programming Languages» more  JMLR 2012»
    Low rank continuous-space graphical models
    13 years 9 days 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
    13 years 9 days 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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