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AI505 (S25) - Optimization
Announcements
Information
Schedule
References
Assessment
Classes
Unit 1: Introduction, Univariate Problems
Unit 2: Multivariate Problems, Gradient-Based Methods
Unit 3: Beyond Local Optima
Unit 4: Optimization for Machine Learning
Unit 5: Constrained Optimization, Linear Programming
Unit 6: Sampling Methods
Unit 7: Discrete Optimization and Heuristics
Tutorials
Python Review
Assignments
Preface
Assignment 1
Marco Chiarandini
Git repository
Schedule
Official at MitSDU
Compact view:
Week
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
Man 14-16
f
(U157)
f
(U151)
f
(U151)
f
(U151)
f
(U151)
f
(U151)
f
(U151)
f
(U151)
f
(U151)
f
(U167)
f
(U151)
f
(U151)
f
(U151)
Tir 14-16
f
(U21)
f
(U175)
Ons 12-14
f
(U157)
Tor 10-12
f
(U157)