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Maximum entropy distribution estimation with generalized regularization

COLT, (2006): 123-138

Cited: 60|Views38
EI

Abstract

We present a unified and complete account of maximum entropy distribution estimation subject to constraints represented by convex potential functions or, alternatively, by convex regularization. We provide fully general performance guarantees and an algorithm with a complete convergence proof. As special cases, we can easily derive perfor...More

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