4. Statistics
  5. Machine Learning

Olivier Catoni

Statistics – Machine Learning

Scientist

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DMA
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Challenging the empirical mean and empirical variance: a deviation study

Mathematics – Statistics Theory
Scientific paper

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High confidence estimates of the mean of heavy-tailed real random variables

Mathematics – Statistics Theory
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Improved Vapnik Cervonenkis bounds

Mathematics – Statistics Theory
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PAC-Bayesian inductive and transductive learning

Mathematics – Statistics Theory
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Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning

Statistics – Machine Learning
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