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Fall 2014 Computer Science W4252 section 001

Call Number 72540
Day & Time
MW 1:10pm-2:25pm
To be announced
Points 3
Approvals Required None
Instructor Rocco Servedio
Course Description Prerequisites: CSOR W4231 or COMS W4236 or COMS W3203 and instructor's permission or COMS W3261 and 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.
Web Site CourseWorks
Department Computer Science
Enrollment 31 students (100 max) as of 11:32PM Monday, July 21, 2014
Subject Computer Science
Number W4252
Section 001
Division Interfaculty
Open To Columbia College, Engineering and Applied Science: Undergraduate, General Studies, Graduate School of Arts and Science, Engineering and Applied Science: Graduate, Barnard
Campus Morningside
Section key 20143COMS4252W001

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