Computational Learning Theory
Subtitle: 15th Annual Conference on Computational Learning Theory, COLT 2002, Sydney, Australia, July 8-10, 2002. Proceedings (Lecture Notes in Computer Science)
Contributors: Jyrki Kivinen (Editor); Robert H. Sloan (Editor)
Edition: 1 edition
Publisher: Springer
Published: August 15, 2002
Language: eng
Format: Paperback
Number of pages: 397
ISBN-13: 9783540438366
Subjects: Machine Learning; General; Cybernetics; Computers; Medical / Nursing; Computer Books: General; Robotics; Artificial Intelligence - General; Computers / Artificial Intelligence; algorithmic learning; classification; computational learning; computational learning theory; deduction; formal reasoning; learning algorithms; statistical learning; Computer Science
First sentence: The agnostic learning model [6] is a generalization of the PAC learning model that does not presume the target function lies within the space of functions (hypotheses) used for learning.