INTRO-COMPUTATIONAL LEARN THRY

3.00 points · University catalogue

CC/GS: Partial Fulfillment of Science Requirement 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.