OPAC

Adaptive computation and machine learning


1	Learning with kernels : support vector machines, regularization, optimization, and beyond / Bernhard Schölkopf, Alexander J. Smola Cambridge, Mass. : MIT Press , c2002
2	Machine learning : a probabilistic perspective / Kevin P. Murphy : hardcover. - 4th printing. - Cambridge, Mass. : MIT Press , c2012
3	Deep learning / Ian Goodfellow, Yoshua Bengio and Aaron Courville : hbk. - Cambridge, Mass. : MIT Press , c2016
4	Reinforcement learning : an introduction / Richard S. Sutton and Andrew G. Barto 2nd ed. - Cambridge, MA : MIT Press , c2018
5	Machine learning from weak supervision : an empirical risk minimization approach / Masashi Sugiyama ... [et al.] : hardcover. - Cambridge, Mass. : The MIT Press , c2022
6	Boosting : foundations and algorithms / Robert E. Schapire, Yoav Freund : pbk. - Cambridge, Mass. : The MIT Press , 2014, c2012
7	Introduction to online convex optimization / Elad Hazan : hardcover. - 2nd ed. - Cambridge : MIT Press , c2022