Instructor: Tomer Koren ([email protected])
Weekly schedule
<aside> ⚠️ Class materials will be added here as semester progresses. Please let me know of any errors or typos you come across!
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Lecture 2: Convex Optimization and Computational Efficiency
Lecture 3: Online Convex Optimization
Lecture 4: Expert Advice and Online Mirror Descent
Lecture 5: Analysis of Online Mirror Descent
Lecture 6: Online-to-Batch Conversions, Lower Bounds
Lecture 7: Statistical Estimation
Lecture 8: Statistical Learning view of Stochastic Optimization