Starting from minimum description length, the paper derives and reviews the minimax entropy principle: the optimal features are those that yield the maximum entropy model with the lowest entropy.
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Minimax entropy: The statistical physics of optimal models
Starting from minimum description length, the paper derives and reviews the minimax entropy principle: the optimal features are those that yield the maximum entropy model with the lowest entropy.