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    AAAI
    2010
    224views Intelligent Agents» more  AAAI 2010»
    Adaptive Transfer Learning
    13 years 9 months ago
    Adaptive Transfer Learning
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    Transfer learning aims at reusing the knowledge in some source tasks to improve the learning of a target task. Many transfer learning methods assume that the source tasks and the ...
    Bin Cao, Sinno Jialin Pan, Yu Zhang, Dit-Yan Yeung...
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    NIPS
    2008
    207views Information Technology» more  NIPS 2008»
    DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification
    13 years 9 months ago
    DiscLDA: Discriminative Learning for Dimensionality Reduction and Classification
    Download  www.cs.berkeley.edu
    Probabilistic topic models have become popular as methods for dimensionality reduction in collections of text documents or images. These models are usually treated as generative m...
    Simon Lacoste-Julien, Fei Sha, Michael I. Jordan
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    NIPS
    2008
    129views Information Technology» more  NIPS 2008»
    Structure Learning in Human Sequential Decision-Making
    13 years 9 months ago
    Structure Learning in Human Sequential Decision-Making
    Download  www-users.cs.umn.edu
    We use graphical models and structure learning to explore how people learn policies in sequential decision making tasks. Studies of sequential decision-making in humans frequently...
    Daniel Acuña, Paul R. Schrater
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    UAI
    2008
    194views Artificial Intelligence» more  UAI 2008»
    Hierarchical POMDP Controller Optimization by Likelihood Maximization
    13 years 9 months ago
    Hierarchical POMDP Controller Optimization by Likelihood Maximization
    Download  uai2008.cs.helsinki.fi
    Planning can often be simplified by decomposing the task into smaller tasks arranged hierarchically. Charlin et al. [4] recently showed that the hierarchy discovery problem can be...
    Marc Toussaint, Laurent Charlin, Pascal Poupart
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    APBC
    2004
    132views Bioinformatics» more  APBC 2004»
    Identifying Character Non-Independence in Phylogenetic Data Using Data Mining Techniques
    13 years 9 months ago
    Identifying Character Non-Independence in Phylogenetic Data Using Data Mining Techniques
    Download  crpit.com
    Undiscovered relationships in a data set may confound analyses, particularly those that assume data independence. Such problems occur when characters used for phylogenetic analyse...
    Anne M. Maglia, Jennifer L. Leopold, Venkat Ram Gh...
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