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Théorie de l'apprentissage : de l'approche formelle aux enjeux cognitifs
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ISBN: 286601300X Year: 1992 Publisher: Paris : Hermès,

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Concentration inequalities : a nonasymptotic theory of independence
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ISBN: 9780199535255 0199535256 9781299160057 1299160050 9780191655500 0191655503 0191747106 9780191747106 0191655511 Year: 2013 Publisher: Oxford: Oxford university press,

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Concentration inequalities for functions of independent random variables is an area of probability theory that has witnessed a great revolution in the last few decades, and has applications in a wide variety of areas such as machine learning, statistics, discrete mathematics, and high-dimensional geometry. Roughly speaking, if a function of many independent random variables does not depend too much on any of the variables then it is concentrated in the sense that with highprobability, it is close to its expected value. This book offers a host of inequalities to illustrate this rich theory in a

Problèmes d'informatique fondamentale : voyages au pays de l'informatique fondamentale au gré de problèmes de concours
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ISBN: 3540423419 9783540423416 Year: 2001 Publisher: Berlin: Springer,

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