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    75
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    COLT
    1995
    Springer
    115views Machine Learning» more  COLT 1995»
    The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant
    15 years 2 months ago
    The Perceptron Algorithm vs. Winnow: Linear vs. Logarithmic Mistake Bounds when few Input Variables are Relevant
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    Jyrki Kivinen, Manfred K. Warmuth
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    76
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    COLT
    1995
    Springer
    124views Machine Learning» more  COLT 1995»
    Learning to Reason with a Restricted View
    15 years 2 months ago
    Learning to Reason with a Restricted View
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    Roni Khardon, Dan Roth
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    87
    Voted
    COLT
    1995
    Springer
    106views Machine Learning» more  COLT 1995»
    An Experimental and Theoretical Comparison of Model Selection Methods
    15 years 2 months ago
    An Experimental and Theoretical Comparison of Model Selection Methods
    Download  www.cis.upenn.edu
    Michael J. Kearns, Yishay Mansour, Andrew Y. Ng, D...
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    111
    Voted
    COLT
    1995
    Springer
    124views Machine Learning» more  COLT 1995»
    A Comparison of New and Old Algorithms for a Mixture Estimation Problem
    15 years 2 months ago
    A Comparison of New and Old Algorithms for a Mixture Estimation Problem
    Download  users.soe.ucsc.edu
    We investigate the problem of estimating the proportion vector which maximizes the likelihood of a given sample for a mixture of given densities. We adapt a framework developed for...
    David P. Helmbold, Yoram Singer, Robert E. Schapir...
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    52
    Voted
    COLT
    1995
    Springer
    99views Machine Learning» more  COLT 1995»
    Reductions for Learning via Queries
    15 years 2 months ago
    Reductions for Learning via Queries
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    William I. Gasarch, Geoffrey R. Hird
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    67
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    COLT
    1995
    Springer
    94views Machine Learning» more  COLT 1995»
    Learning to Model Sequences Generated by Switching Distributions
    15 years 2 months ago
    Learning to Model Sequences Generated by Switching Distributions
    Download  www.eng.tau.ac.il
    Yoav Freund, Dana Ron
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    93
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    COLT
    1995
    Springer
    84views Machine Learning» more  COLT 1995»
    On Learning Bounded-Width Branching Programs
    15 years 2 months ago
    On Learning Bounded-Width Branching Programs
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    In this paper, we study PAC-leaming algorithms for specialized classes of deterministic finite automata (DFA). Inpartictdar, we study branchingprogrsms, and we investigate the int...
    Funda Ergün, Ravi Kumar, Ronitt Rubinfeld
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    53
    Voted
    COLT
    1995
    Springer
    81views Machine Learning» more  COLT 1995»
    Learning DNF over the Uniform Distribution using a Quantum Example Oracle
    15 years 2 months ago
    Learning DNF over the Uniform Distribution using a Quantum Example Oracle
    Download  www.mathcs.duq.edu
    Nader H. Bshouty, Jeffrey C. Jackson
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    81
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    COLT
    1995
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    124views Machine Learning» more  COLT 1995»
    Learning with Unreliable Boundary Queries
    15 years 2 months ago
    Learning with Unreliable Boundary Queries
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    We introduce a new model for learning with membership queries in which queries near the boundary of a target concept may receive incorrect or “don’t care” responses. In part...
    Avrim Blum, Prasad Chalasani, Sally A. Goldman, Do...
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    72
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    COLT
    1995
    Springer
    95views Machine Learning» more  COLT 1995»
    Online Learning via Congregational Gradient Descent
    15 years 2 months ago
    Online Learning via Congregational Gradient Descent
    Download  eceserv0.ece.wisc.edu
    Kim L. Blackmore, Robert C. Williamson, Iven M. Y....
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