2 Learning Functions with Small Prefix
نویسنده
چکیده
Relevant Readings: • Gopalan et al., Learning functions of halfspaces using prefix covers [GKM12].
منابع مشابه
Learning Functions of Halfspaces using Prefix Covers
We present a simple query-algorithm for learning arbitrary functions of k halfspaces under any product distribution on the Boolean hypercube. Our algorithms learn any function of k halfspaces to within accuracy ε in time O((nk/ε)) under any product distribution on {0, 1} using read-once branching programs as a hypothesis.. This gives the first poly(n, 1/ε) algorithm for learning even the inters...
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