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    NIPS
    2008
    271views Information Technology» more  NIPS 2008»
    Goal-directed decision making in prefrontal cortex: a computational framework
    13 years 8 months ago
    Goal-directed decision making in prefrontal cortex: a computational framework
    Download  www.princeton.edu
    Research in animal learning and behavioral neuroscience has distinguished between two forms of action control: a habit-based form, which relies on stored action values, and a goal...
    Matthew Botvinick, James An
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    SDM
    2008
    SIAM
    138views Data Mining» more  SDM 2008»
    Learning Markov Network Structure using Few Independence Tests
    13 years 8 months ago
    Learning Markov Network Structure using Few Independence Tests
    Download  www.cs.cmu.edu
    In this paper we present the Dynamic Grow-Shrink Inference-based Markov network learning algorithm (abbreviated DGSIMN), which improves on GSIMN, the state-ofthe-art algorithm for...
    Parichey Gandhi, Facundo Bromberg, Dimitris Margar...
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    NIPS
    2007
    166views Information Technology» more  NIPS 2007»
    Mining Internet-Scale Software Repositories
    13 years 8 months ago
    Mining Internet-Scale Software Repositories
    Download  books.nips.cc
    Large repositories of source code create new challenges and opportunities for statistical machine learning. Here we first develop Sourcerer, an infrastructure for the automated c...
    Erik Linstead, Paul Rigor, Sushil Krishna Bajracha...
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    CSREASAM
    2006
    77views Security Privacy» more  CSREASAM 2006»
    Using Synthetic Decoys to Digitally Watermark Personally-Identifying Data and to Promote Data Security
    13 years 8 months ago
    Using Synthetic Decoys to Digitally Watermark Personally-Identifying Data and to Promote Data Security
    Download  ww1.ucmss.com
    Identity theft continues to be an ever-present problem. Identity theft and other related crimes are becoming an unparalleled phenomenon that nearly everyone will have to deal with...
    Jonathan White, Dale Thompson
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    AAAI
    2000
    197views Intelligent Agents» more  AAAI 2000»
    Decision Making under Uncertainty: Operations Research Meets AI (Again)
    13 years 8 months ago
    Decision Making under Uncertainty: Operations Research Meets AI (Again)
    Download  www.aaai.org
    Models for sequential decision making under uncertainty (e.g., Markov decision processes,or MDPs) have beenstudied in operations research for decades. The recent incorporation of ...
    Craig Boutilier
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