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AuthorMachine Learning Summer School 2002 (2002 : Canberra, N.C.T.)
TitleAdvanced lectures on machine learning : Machine Learning Summer School 2002, Canberra, Australia, February 11-22, 2002 : revised lectures / Shahar Mendelson, Alexander J. Smola (eds.)
Imprint Berlin : Springer, 2003
Descript 257 p. : ill. ; 23 cm


A few notes on statistical learning theory -- A short introduction to learning with kernels -- Bayesian kernel methods -- An introduction to boosting and leveraging -- An introduction to reinforcement learning theory: value function methods -- Learning comprehensible theories from structured data -- Algorithms for association rules -- Online learning of linear classifiers

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