Statistical learning theory and stochastic optimization: ecole d'ete de probabilites de saint-flour xxxi - 2001
Auteur :
Catoni, Oliver
Éditeur :
Catoni, Oliver
ISBN :
9783540225720
Date de publication :
25 août 2004
Dimensions :
23,4 x 15,6 x 1,5 cm
Poids :
413 g
Format :
Trade paperback (US)
Langue :
Anglais
Pays d'origine :
Allemagne
e. over-simplified) model to predict, estimate or classify. This point of view takes its roots in three fields: information theory, statistical mechanics, and PAC-Bayesian theorems. Results on the large deviations of trajectories of Markov chains with rare transitions are also included.