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AI505/AI801 (S26) - Optimization
Announcements
Information
Schedule
References
Assessment
Classes
Unit 1: Preliminaries and Derivatives
Unit 2: Unconstrained Optimization, Local Descent Methods
Unit 3: Beyond Local Optima
Unit 4: Optimization for Machine Learning
Unit 5: Constrained Optimization, Linear Programming
Unit 6: Discrete Optimization and Heuristics
Unit 7: Special Topics in Gradient Descent
Tutorials
Python Review
Assignments
Preface asg 1
Marco Chiarandini
Git repository
Unit 7: Special Topics in Gradient Descent
Special Topics in Gradient Descent
TBD