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    AAAI
    2008
    156views Intelligent Agents» more  AAAI 2008»
    A Case Study on the Critical Role of Geometric Regularity in Machine Learning
    15 years 15 days ago
    A Case Study on the Critical Role of Geometric Regularity in Machine Learning
    Download  eplex.cs.ucf.edu
    An important feature of many problem domains in machine learning is their geometry. For example, adjacency relationships, symmetries, and Cartesian coordinates are essential to an...
    Jason Gauci, Kenneth O. Stanley
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    AAAI
    2007
    119views Intelligent Agents» more  AAAI 2007»
    Best-First AND/OR Search for Graphical Models
    15 years 15 days ago
    Best-First AND/OR Search for Graphical Models
    Download  www.ics.uci.edu
    The paper presents and evaluates the power of best-first search over AND/OR search spaces in graphical models. The main virtue of the AND/OR representation is its sensitivity to ...
    Radu Marinescu 0002, Rina Dechter
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    AAAI
    2008
    126views Intelligent Agents» more  AAAI 2008»
    Learning to Analyze Binary Computer Code
    15 years 15 days ago
    Learning to Analyze Binary Computer Code
    Download  pages.cs.wisc.edu
    We present a novel application of structured classification: identifying function entry points (FEPs, the starting byte of each function) in program binaries. Such identification ...
    Nathan E. Rosenblum, Xiaojin Zhu, Barton P. Miller...
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    AAAI
    2007
    119views Intelligent Agents» more  AAAI 2007»
    Cautious Inference in Collective Classification
    15 years 15 days ago
    Cautious Inference in Collective Classification
    Download  www.usna.edu
    Collective classification can significantly improve accuracy by exploiting relationships among instances. Although several collective inference procedures have been reported, they...
    Luke McDowell, Kalyan Moy Gupta, David W. Aha
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    AAAI
    2008
    143views Intelligent Agents» more  AAAI 2008»
    Agent Coordination with Regret Clearing
    15 years 15 days ago
    Agent Coordination with Regret Clearing
    Download  www.aaai.org
    Sequential single-item auctions can be used for the distributed allocation of tasks to cooperating agents. We study how to improve the team performance of sequential singleitem au...
    Sven Koenig, Xiaoming Zheng, Craig A. Tovey, Richa...
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