Algorithmic Learning Theory 23rd International Conference, ALT 2012, Lyon, France, October 29-31, 2012. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Bshouty, Nader H. (Επιμελητής έκδοσης), Stoltz, Gilles (Επιμελητής έκδοσης), Vayatis, Nicolas (Επιμελητής έκδοσης), Zeugmann, Thomas (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Lecture Notes in Computer Science, 7568
• Θέματα: Computer science.; Computers.; Algorithms.; Computer logic.; Mathematical logic.; Artificial intelligence.; Pattern recognition.; Computer Science.; Artificial Intelligence (incl. Robotics).; Mathematical Logic and Formal Languages.; Algorithm Analysis and Problem Complexity.; Computation by Abstract Devices.; Logics and Meanings of Programs.; Pattern Recognition.

This book constitutes the refereed proceedings of the 23rd International Conference on Algorithmic Learning Theory, ALT 2012, held in Lyon, France, in October 2012. The conference was co-located and held in parallel with the 15th International Conference on Discovery Science, DS 2012. The 23 full pa...

Πίνακας περιεχομένων:

• inductive inference
• teaching and PAC learning
• statistical learning theory and classification
• relations between models and data
• bandit problems, online prediction of individual sequences.- other models of online learning.