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    NIPS
    2008
    140views Information Technology» more  NIPS 2008»
    From Online to Batch Learning with Cutoff-Averaging
    13 years 6 months ago
    From Online to Batch Learning with Cutoff-Averaging
    Download  research.microsoft.com
    We present cutoff averaging, a technique for converting any conservative online learning algorithm into a batch learning algorithm. Most online-to-batch conversion techniques work...
    Ofer Dekel
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    ML
    2007
    ACM
    131views Machine Learning» more  ML 2007»
    A primal-dual perspective of online learning algorithms
    13 years 4 months ago
    A primal-dual perspective of online learning algorithms
    Download  ttic.uchicago.edu
    We describe a novel framework for the design and analysis of online learning algorithms based on the notion of duality in constrained optimization. We cast a sub-family of universa...
    Shai Shalev-Shwartz, Yoram Singer
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    COLT
    2000
    Springer
    133views Machine Learning» more  COLT 2000»
    Adaptive and Self-Confident On-Line Learning Algorithms
    13 years 9 months ago
    Adaptive and Self-Confident On-Line Learning Algorithms
    Download  homes.dsi.unimi.it
    Peter Auer, Claudio Gentile
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    ALT
    1994
    Springer
    102views Machine Learning» more  ALT 1994»
    On-line Learning with Malicious Noise and the Closure Algorithm
    13 years 9 months ago
    On-line Learning with Malicious Noise and the Closure Algorithm
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    Peter Auer, Nicolò Cesa-Bianchi
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    COLT
    1997
    Springer
    106views Machine Learning» more  COLT 1997»
    Analysis of Two Gradient-based Algorithms for On-line Regression
    13 years 8 months ago
    Analysis of Two Gradient-based Algorithms for On-line Regression
    Download  homes.dsi.unimi.it
    Nicolò Cesa-Bianchi
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