TY - BOOK ID - 8284564 TI - Algorithmic Learning Theory : 26th International Conference, ALT 2015, Banff, AB, Canada, October 4-6, 2015, Proceedings AU - Chaudhuri, Kamalika. AU - GENTILE, CLAUDIO. AU - Zilles, Sandra. PY - 2015 SN - 331924485X 3319244868 9783319244853 9783319244860 PB - Cham : Springer International Publishing : Imprint: Springer, DB - UniCat KW - Computer Science KW - Mechanical Engineering - General KW - Engineering & Applied Sciences KW - Mechanical Engineering KW - Computer science. KW - Computers. KW - Data mining. KW - Artificial intelligence. KW - Pattern recognition. KW - Computer Science. KW - Artificial Intelligence (incl. Robotics). KW - Theory of Computation. KW - Data Mining and Knowledge Discovery. KW - Pattern Recognition. KW - Design perception KW - Pattern recognition KW - Form perception KW - Perception KW - Figure-ground perception KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Electronic data processing KW - Logic machines KW - Machine theory KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Algorithmic knowledge discovery KW - Factual data analysis KW - KDD (Information retrieval) KW - Knowledge discovery in data KW - Knowledge discovery in databases KW - Mining, Data KW - Database searching KW - Automatic computers KW - Automatic data processors KW - Computer hardware KW - Computing machines (Computers) KW - Electronic calculating-machines KW - Electronic computers KW - Hardware, Computer KW - Computer systems KW - Cybernetics KW - Calculators KW - Cyberspace KW - Informatics KW - Science KW - Computer algorithms KW - Machine learning KW - Congresses KW - Conferences - Meetings KW - Information theory. KW - Optical pattern recognition. KW - Artificial Intelligence. KW - Optical data processing KW - Pattern perception KW - Perceptrons KW - Visual discrimination KW - Communication theory KW - Communication UR - https://www.unicat.be/uniCat?func=search&query=sysid:8284564 AB - 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. ER -