Advanced lectures on machine learning. Machine learning summer school 2002, Canberra, Australia, February 11--22, 2002. Revised lectures
The articles of this volume will be reviewed individually. Indexed articles: \textit{Mendelson, Shahar}, A few notes on statistical learning theory, 1-40 [Zbl 1019.68093] \textit{Schölkopf, Bernhard; Smola, Alexander J.}, A short introduction to learning with kernels, 41-64 [Zbl 1019.68094] \textit{Smola, Alexander J.; Schölkopf, Bernhard}, Bayesian kernel methods, 65-117 [Zbl 1019.68095] \textit{Meir, Ron; Rätsch, Gunnar}, An introduction to boosting and leveraging, 118-183 [Zbl 1019.68092] \textit{Bartlett, Peter L.}, An introduction to reinforcement learning theory: Value function methods, 184-202 [Zbl 1019.68087] \textit{Lloyd, J. W.}, Learning comprehensible theories from structured data, 203-225 [Zbl 1019.68091] \textit{Hegland, Markus}, Algorithms for association rules, 226-234 [Zbl 1019.68089] \textit{Kivinen, Jyrki}, Online learning of linear classifiers, 235-257 [Zbl 1019.68090]
scientific article; zbMATH DE number 1950327