cx r22 2 45 218880537 http://www.idref.fr/218880537 20171022 20260710013905.000 0499 0499 Tr2 20171022afrey50 ba0 eng 639-2 2006 k fre 0 # # AFNOR Oeuvre Textuelle ba0yba0 Pattern recognition and machine learning ba0yba0y "The dramatic growth in practical applications for machine learning over the last ten years has been accompanied by many important developments in the underlying algorithms and techniques. For example, Bayesian methods have grown from a specialist niche to become mainstream, while graphical models have emerged as a general framework for describing and applying probabilistic techniques. The practical applicability of Bayesian methods has been greatly enhanced by the development of a range of approximate inference algorithms such as variational Bayes and expectation propagation, while new models based on kernels have had a significant impact on both algorithms and applications." 048657093 ba0yba00 Bishop Christopher M. 1959-.... chercheur en informatique 070 030284244 Perception des structures rameau 027242307 Reconnaissance des formes (informatique) rameau 027940373 Apprentissage automatique rameau 027674134 Modèles linéaires (statistique) rameau Pattern recognition systems lc Machine learning lc Linear models (Statistics) lc FR Abes 20260710 AFNOR