WCOMS4252-1: Introduction to Computational Learning Theory for Spring 2021
Days and Time
Mondays and Wednesdays 8:40 AM-9:55 AM
COMS W4231 or COMS W4236 or (COMS W3203 and permission of instructor) or (COMS W3261 and permission of instructor).
Servedio, Rocco A.
Possibilities and limitations of performing learning by computational agents. Topics include computational models of learning, polynomial time learnability, learning from examples and learning from queries to oracles. Computational and statistical limitations of learning. Applications to Boolean functions, geometric functions, automata.