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    NIPS
    2000
    119views Information Technology» more  NIPS 2000»
    Propagation Algorithms for Variational Bayesian Learning
    13 years 5 months ago
    Propagation Algorithms for Variational Bayesian Learning
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    Zoubin Ghahramani, Matthew J. Beal
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    NIPS
    2000
    158views Information Technology» more  NIPS 2000»
    A New Approximate Maximal Margin Classification Algorithm
    13 years 5 months ago
    A New Approximate Maximal Margin Classification Algorithm
    Download  jmlr.csail.mit.edu
    A new incremental learning algorithm is described which approximates the maximal margin hyperplane w.r.t. norm p 2 for a set of linearly separable data. Our algorithm, called alm...
    Claudio Gentile
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    NIPS
    2000
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    Learning Joint Statistical Models for Audio-Visual Fusion and Segregation
    13 years 5 months ago
    Learning Joint Statistical Models for Audio-Visual Fusion and Segregation
    Download  www.eecs.berkeley.edu
    People can understand complex auditory and visual information, often using one to disambiguate the other. Automated analysis, even at a lowlevel, faces severe challenges, includin...
    John W. Fisher III, Trevor Darrell, William T. Fre...
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    NIPS
    2000
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    Discovering Hidden Variables: A Structure-Based Approach
    13 years 5 months ago
    Discovering Hidden Variables: A Structure-Based Approach
    Download  ai.stanford.edu
    A serious problem in learning probabilistic models is the presence of hidden variables. These variables are not observed, yet interact with several of the observed variables. As s...
    Gal Elidan, Noam Lotner, Nir Friedman, Daphne Koll...
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    NIPS
    2000
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    A Productive, Systematic Framework for the Representation of Visual Structure
    13 years 5 months ago
    A Productive, Systematic Framework for the Representation of Visual Structure
    Download  kybele.psych.cornell.edu
    We describe a unified framework for the understanding of structure representation in primate vision. A model derived from this framework is shown to be effectively systematic in t...
    Shimon Edelman, Nathan Intrator
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    NIPS
    2000
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    Incorporating Second-Order Functional Knowledge for Better Option Pricing
    13 years 5 months ago
    Incorporating Second-Order Functional Knowledge for Better Option Pricing
    Download  www.cirano.qc.ca
    Charles Dugas, Yoshua Bengio, François B&ea...
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    NIPS
    2000
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    High-temperature Expansions for Learning Models of Nonnegative Data
    13 years 5 months ago
    High-temperature Expansions for Learning Models of Nonnegative Data
    Download  www.analyticalinsights.com
    Recent work has exploited boundedness of data in the unsupervised learning of new types of generative model. For nonnegative data it was recently shown that the maximum-entropy ge...
    Oliver B. Downs
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    NIPS
    2000
    156views Information Technology» more  NIPS 2000»
    Feature Correspondence: A Markov Chain Monte Carlo Approach
    13 years 5 months ago
    Feature Correspondence: A Markov Chain Monte Carlo Approach
    Download  robots.stanford.edu
    When trying to recover 3D structure from a set of images, the most di cult problem is establishing the correspondence between the measurements. Most existing approaches assume tha...
    Frank Dellaert, Steven M. Seitz, Sebastian Thrun, ...
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    NIPS
    2000
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    Explaining Away in Weight Space
    13 years 5 months ago
    Explaining Away in Weight Space
    Download  www.gatsby.ucl.ac.uk
    Explaining away has mostly been considered in terms of inference of states in belief networks. We show how it can also arise in a Bayesian context in inference about the weights g...
    Peter Dayan, Sham Kakade
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    NIPS
    2000
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    Competition and Arbors in Ocular Dominance
    13 years 5 months ago
    Competition and Arbors in Ocular Dominance
    Download  www.gatsby.ucl.ac.uk
    Peter Dayan
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