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cs.IT2014★ 4 cited
Bayesian Properties of Normalized Maximum Likelihood and its Fast Computation
Andrew Barron, Teemu Roos, Kazuho Watanabe
The normalized maximized likelihood (NML) provides the minimax regret solution in universal data compression, gambling, and prediction, and it plays an essential role in the minimu…
cs.IT2013
Rate-Distortion Bounds for an Epsilon-Insensitive Distortion Measure
Kazuho Watanabe
Direct evaluation of the rate-distortion function has rarely been achieved when it is strictly greater than its Shannon lower bound. In this paper, we consider the rate-distortion…