4. Mathematics
  5. Statistics Theory

Philippe Rigollet

Mathematics – Statistics Theory

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Deviation Optimal Learning using Greedy Q-aggregation

Mathematics – Statistics Theory
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Exponential Screening and optimal rates of sparse estimation

Mathematics – Statistics Theory
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Generalization error bounds in semi-supervised classification under the cluster assumption

Mathematics – Statistics Theory
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Kullback-Leibler aggregation and misspecified generalized linear models

Statistics – Machine Learning
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Learning by mirror averaging

Mathematics – Statistics Theory
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