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    ECML
    2005
    Springer
    83views Machine Learning» more  ECML 2005»
    A Similar Fragments Merging Approach to Learn Automata on Proteins
    15 years 7 months ago
    A Similar Fragments Merging Approach to Learn Automata on Proteins
    Download  hal.inria.fr
    François Coste, Goulven Kerbellec
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    ICAART
    2010
    INSTICC
    222views Intelligent Agents» more  ICAART 2010»
    Exploiting Similarity Information in Reinforcement Learning - Similarity Models for Multi-Armed Bandits and MDPs
    16 years 2 months ago
    Exploiting Similarity Information in Reinforcement Learning - Similarity Models for Multi-Armed Bandits and MDPs
    Download  personal.unileoben.ac.at
    Ronald Ortner
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    COLT
    2008
    Springer
    83views Machine Learning» more  COLT 2008»
    Improved Guarantees for Learning via Similarity Functions
    15 years 7 months ago
    Improved Guarantees for Learning via Similarity Functions
    Download  www.cs.cmu.edu
    Maria-Florina Balcan, Avrim Blum, Nathan Srebro
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    OSDI
    2008
    ACM
    148views Operating System» more  OSDI 2008»
    Finding Similar Failures Using Callstack Similarity
    16 years 6 months ago
    Finding Similar Failures Using Callstack Similarity
    Download  research.microsoft.com
    We develop a machine-learned similarity metric for Windows failure reports using telemetry data gathered from clients describing the failures. The key feature is a tuned callstack...
    Kevin Bartz, Jack W. Stokes, John C. Platt, Ryan K...
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    EWCBR
    2004
    Springer
    106views Automated Reasoning» more  EWCBR 2004»
    Exploiting Background Knowledge when Learning Similarity Measures
    15 years 11 months ago
    Exploiting Background Knowledge when Learning Similarity Measures
    Download  www.dfki.uni-kl.de
    The definition of similarity measures—one core component of every CBR application—leads to a serious knowledge acquisition problem if domain and application specific requirem...
    Thomas Gabel, Armin Stahl
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