03807nam 22007575 450 99621365090331620200702222202.03-319-11662-210.1007/978-3-319-11662-4(CKB)3710000000269663(SSID)ssj0001372527(PQKBManifestationID)11734861(PQKBTitleCode)TC0001372527(PQKBWorkID)11303757(PQKB)11570217(DE-He213)978-3-319-11662-4(MiAaPQ)EBC6300811(MiAaPQ)EBC5586907(Au-PeEL)EBL5586907(OCoLC)893104712(PPN)182097579(EXLCZ)99371000000026966320141001d2014 u| 0engurnn#008mamaatxtccrAlgorithmic Learning Theory[electronic resource] 25th International Conference, ALT 2014, Bled, Slovenia, October 8-10, 2014, Proceedings /edited by Peter Auer, Alexander Clark, Thomas Zeugmann, Sandra Zilles1st ed. 2014.Cham :Springer International Publishing :Imprint: Springer,2014.1 online resource (XVIII, 351 p. 22 illus.)Lecture Notes in Artificial Intelligence ;8776Bibliographic Level Mode of Issuance: Monograph3-319-11661-4 Inductive Inference -- Exact Learning from Queries -- Reinforcement Learning -- Online Learning and Learning with Bandit Information -- Statistical Learning Theory -- Privacy, Clustering, MDL, and Kolmogorov Complexity.This book constitutes the proceedings of the 25th International Conference on Algorithmic Learning Theory, ALT 2014, held in Bled, Slovenia, in October 2014, and co-located with the 17th International Conference on Discovery Science, DS 2014. The 21 papers presented in this volume were carefully reviewed and selected from 50 submissions. In addition the book contains 4 full papers summarizing the invited talks. The papers are organized in topical sections named: inductive inference; exact learning from queries; reinforcement learning; online learning and learning with bandit information; statistical learning theory; privacy, clustering, MDL, and Kolmogorov complexity.Lecture Notes in Artificial Intelligence ;8776Artificial intelligenceComputersData miningPattern recognitionArtificial Intelligencehttps://scigraph.springernature.com/ontologies/product-market-codes/I21000Theory of Computationhttps://scigraph.springernature.com/ontologies/product-market-codes/I16005Data Mining and Knowledge Discoveryhttps://scigraph.springernature.com/ontologies/product-market-codes/I18030Pattern Recognitionhttps://scigraph.springernature.com/ontologies/product-market-codes/I2203XArtificial intelligence.Computers.Data mining.Pattern recognition.Artificial Intelligence.Theory of Computation.Data Mining and Knowledge Discovery.Pattern Recognition.005.1Auer Peteredthttp://id.loc.gov/vocabulary/relators/edtClark Alexanderedthttp://id.loc.gov/vocabulary/relators/edtZeugmann Thomasedthttp://id.loc.gov/vocabulary/relators/edtZilles Sandraedthttp://id.loc.gov/vocabulary/relators/edtMiAaPQMiAaPQMiAaPQBOOK996213650903316Algorithmic Learning Theory771965UNISA