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    NIPS
    2007
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    Comparing Bayesian models for multisensory cue combination without mandatory integration
    13 years 11 months ago
    Comparing Bayesian models for multisensory cue combination without mandatory integration
    Download  shamslab.psych.ucla.edu
    Bayesian models of multisensory perception traditionally address the problem of estimating an underlying variable that is assumed to be the cause of the two sensory signals. The b...
    Ulrik Beierholm, Konrad P. Körding, Ladan Sha...
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    NIPS
    2007
    116views Information Technology» more  NIPS 2007»
    A Bayesian LDA-based model for semi-supervised part-of-speech tagging
    13 years 11 months ago
    A Bayesian LDA-based model for semi-supervised part-of-speech tagging
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    Kristina Toutanova, Mark Johnson
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    NIPS
    2007
    119views Information Technology» more  NIPS 2007»
    Consistent Minimization of Clustering Objective Functions
    13 years 11 months ago
    Consistent Minimization of Clustering Objective Functions
    Download  www.kyb.tuebingen.mpg.de
    Clustering is often formulated as a discrete optimization problem. The objective is to find, among all partitions of the data set, the best one according to some quality measure....
    Ulrike von Luxburg, Sébastien Bubeck, Stefa...
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    NIPS
    2007
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    Combined discriminative and generative articulated pose and non-rigid shape estimation
    13 years 11 months ago
    Combined discriminative and generative articulated pose and non-rigid shape estimation
    Download  www.cs.brown.edu
    Estimation of three-dimensional articulated human pose and motion from images is a central problem in computer vision. Much of the previous work has been limited by the use of cru...
    Leonid Sigal, Alexandru O. Balan, Michael J. Black
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    NIPS
    2007
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    Local Algorithms for Approximate Inference in Minor-Excluded Graphs
    13 years 11 months ago
    Local Algorithms for Approximate Inference in Minor-Excluded Graphs
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    We present a new local approximation algorithm for computing MAP and logpartition function for arbitrary exponential family distribution represented by a finite-valued pair-wise ...
    Kyomin Jung, Devavrat Shah
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    NIPS
    2007
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    Fitted Q-iteration in continuous action-space MDPs
    13 years 11 months ago
    Fitted Q-iteration in continuous action-space MDPs
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    András Antos, Rémi Munos, Csaba Szep...
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    NIPS
    2007
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    Retrieved context and the discovery of semantic structure
    13 years 11 months ago
    Retrieved context and the discovery of semantic structure
    Download  memory.syr.edu
    Semantic memory refers to our knowledge of facts and relationships between concepts. A successful semantic memory depends on inferring relationships between items that are not exp...
    Vinayak Rao, Marc Howard
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    NIPS
    2007
    119views Information Technology» more  NIPS 2007»
    Bayesian Policy Learning with Trans-Dimensional MCMC
    13 years 11 months ago
    Bayesian Policy Learning with Trans-Dimensional MCMC
    Download  www.cs.ubc.ca
    Matthew D. Hoffman, Arnaud Doucet, Nando de Freita...
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    NIPS
    2007
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    Hippocampal Contributions to Control: The Third Way
    13 years 11 months ago
    Hippocampal Contributions to Control: The Third Way
    Download  www.gatsby.ucl.ac.uk
    Recent experimental studies have focused on the specialization of different neural structures for different types of instrumental behavior. Recent theoretical work has provided no...
    Máté Lengyel, Peter Dayan
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    NIPS
    2007
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    Infinite State Bayes-Nets for Structured Domains
    13 years 11 months ago
    Infinite State Bayes-Nets for Structured Domains
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    Max Welling, Ian Porteous, Evgeniy Bart
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