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COMS W4252 Introduction to Computational Learning Theory. 3 points.

CC/GS: Partial Fulfillment of Science Requirement

Prerequisites: (CSOR W4231) or (COMS W4236) or COMS W3203 and the instructor's permission, or COMS W3261 and the instructor's permission.

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.

Fall 2018: COMS W4252
Course Number Section/Call Number Times/Location Instructor Points Enrollment
COMS 4252 001/12932 T Th 8:40am - 9:55am
1127 Seeley W. Mudd Building
Rocco Servedio 3 0/80
COMS 4252 V01/62888 T Th 8:40am - 9:55am
1127 Seeley W. Mudd Building
Rocco Servedio 3 0