most citedNo fast exponential deviation inequalities for the progressive mixture rule

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math.ST2007★ 5 cited

No fast exponential deviation inequalities for the progressive mixture rule

Jean-Yves Audibert

We consider the learning task consisting in predicting as well as the best function in a finite reference set G up to the smallest possible additive term. If R(g) denotes the gener…

math.ST2007

Fast learning rates in statistical inference through aggregation

Jean-Yves Audibert

We develop minimax optimal risk bounds for the general learning task consisting in predicting as well as the best function in a reference set G up to the smallest possible additive…