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    AAAI
    2010
    177views Intelligent Agents» more  AAAI 2010»
    Gaussian Mixture Model with Local Consistency
    13 years 8 months ago
    Gaussian Mixture Model with Local Consistency
    Download  people.cs.uchicago.edu
    Gaussian Mixture Model (GMM) is one of the most popular data clustering methods which can be viewed as a linear combination of different Gaussian components. In GMM, each cluster ...
    Jialu Liu, Deng Cai, Xiaofei He
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    COLING
    2008
    134views Computational Linguistics» more  COLING 2008»
    An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features
    13 years 8 months ago
    An Integrated Probabilistic and Logic Approach to Encyclopedia Relation Extraction with Multiple Features
    Download  www.aclweb.org
    We propose a new integrated approach based on Markov logic networks (MLNs), an effective combination of probabilistic graphical models and firstorder logic for statistical relatio...
    Xiaofeng Yu, Wai Lam
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    NIPS
    2008
    126views Information Technology» more  NIPS 2008»
    Inferring rankings under constrained sensing
    13 years 8 months ago
    Inferring rankings under constrained sensing
    Download  web.mit.edu
    Motivated by applications like elections, web-page ranking, revenue maximization etc., we consider the question of inferring popular rankings using constrained data. More specific...
    Srikanth Jagabathula, Devavrat Shah
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    SODA
    2004
    ACM
    94views Algorithms» more  SODA 2004»
    Quantitative stochastic parity games
    13 years 8 months ago
    Quantitative stochastic parity games
    Download  www.dcs.warwick.ac.uk
    We study perfect-information stochastic parity games. These are two-player nonterminating games which are played on a graph with turn-based probabilistic transitions. A play resul...
    Krishnendu Chatterjee, Marcin Jurdzinski, Thomas A...
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    NIPS
    2003
    227views Information Technology» more  NIPS 2003»
    Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation
    13 years 8 months ago
    Attractive People: Assembling Loose-Limbed Models using Non-parametric Belief Propagation
    Download  research.microsoft.com
    The detection and pose estimation of people in images and video is made challenging by the variability of human appearance, the complexity of natural scenes, and the high dimensio...
    Leonid Sigal, Michael Isard, Benjamin H. Sigelman,...
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