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Maximum entropy distribution estimation with generalized regularization
COLT, (2006): 123-138
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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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