CSE 5523: Machine Learning

Course information:

W/F: 2:20-3:40 PM

(195 Knowlton Hall)

CSE5523-Intro_Lec.pdf

Lecture notes:

Concentration Inequalities - Part 1

Concentration Inequalities - Part 2

PAC Learning - Part 1

PAC Learning - Part 2

PAC Learning - Part 3

VC Dimension - Part 1

VC Dimension - Part 2

Weak vs. Strong Learnability & Boosting

Intro to Convex Learning

The lecture notes will be posted here as the class goes on. The notes will be also be posted on Canvas.
Look out for class announcements, discussions, assignments, solutions on the course site on Canvas.

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