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    ICML
    2009
    IEEE
    159views Machine Learning» more  ICML 2009»
    Efficient learning algorithms for changing environments
    15 years 10 months ago
    Efficient learning algorithms for changing environments
    Download  www.cs.princeton.edu
    We study online learning in an oblivious changing environment. The standard measure of regret bounds the difference between the cost of the online learner and the best decision in...
    Elad Hazan, C. Seshadhri
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    IJCAI
    2003
    120views Artificial Intelligence» more  IJCAI 2003»
    Active Probing Strategies for Problem Diagnosis in Distributed Systems
    14 years 11 months ago
    Active Probing Strategies for Problem Diagnosis in Distributed Systems
    Download  dli.iiit.ac.in
    We address the task of problem determination in a distributed system using probes, or test transactions, which gather information about system components. Effective probing requir...
    Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintso...
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