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Learning Halfspaces Under Log-Concave Densities: Polynomial Approximations and Moment Matching

Published on 2013-08-093137 Views
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We give the first polynomial-time algorithm for agnostically learning any function of a constant number of halfspaces with respect to any log-concave distribution (for any constant accuracy parameter)

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