03513nam a22005655i 4500 978-3-319-24486-0 DE-He213 20210617111646.0 cr nn 008mamaa 151003s2015 gw | s |||| 0|eng d 9783319244860 978-3-319-24486-0 10.1007/978-3-319-24486-0 doi Q334-342 UYQ bicssc COM004000 bisacsh UYQ thema 006.3 23 Algorithmic Learning Theory [electronic resource] : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings / edited by Kamalika Chaudhuri, CLAUDIO GENTILE, Sandra Zilles. 1st ed. 2015. Cham : Springer International Publishing : Imprint: Springer, 2015. XVII, 395 p. 26 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Lecture Notes in Artificial Intelligence ; 9355 Inductive inference -- Learning from queries, teaching complexity -- Computational learning theory and algorithms -- Statistical learning theory and sample complexity -- Online learning -- Stochastic optimization -- Kolmogorov complexity, algorithmic information theory. This book constitutes the proceedings of the 26th International Conference on Algorithmic Learning Theory, ALT 2015, held in Banff, AB, Canada, in October 2015, and co-located with the 18th International Conference on Discovery Science, DS 2015. The 23 full papers presented in this volume were carefully reviewed and selected from 44 submissions. In addition the book contains 2 full papers summarizing the invited talks and 2 abstracts of invited talks. The papers are organized in topical sections named: inductive inference; learning from queries, teaching complexity; computational learning theory and algorithms; statistical learning theory and sample complexity; online learning, stochastic optimization; and Kolmogorov complexity, algorithmic information theory. Artificial intelligence. Computers. Data mining. Pattern recognition. Artificial Intelligence. https://scigraph.springernature.com/ontologies/product-market-codes/I21000 Theory of Computation. https://scigraph.springernature.com/ontologies/product-market-codes/I16005 Data Mining and Knowledge Discovery. https://scigraph.springernature.com/ontologies/product-market-codes/I18030 Pattern Recognition. https://scigraph.springernature.com/ontologies/product-market-codes/I2203X Chaudhuri, Kamalika. editor. edt http://id.loc.gov/vocabulary/relators/edt GENTILE, CLAUDIO. editor. edt http://id.loc.gov/vocabulary/relators/edt Zilles, Sandra. editor. edt http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Printed edition: 9783319244853 Printed edition: 9783319244877 Lecture Notes in Artificial Intelligence ; 9355 https://doi.org/10.1007/978-3-319-24486-0 ZDB-2-SCS ZDB-2-SXCS ZDB-2-LNC Computer Science (SpringerNature-11645) Computer Science (R0) (SpringerNature-43710)