Lecture 11: Online Convex Optimization

Part 5 · Online Learning

Lecture: Monday, November 23, 2026

Topics

• Online convex optimization and projection
• Online gradient descent
• FTL, FTRL, curvature, and lower bounds
• Online-to-batch conversion

Materials

• 📄 Learning Sheet
• 📝 Validation Sheet
• 📋 Cheatsheet

Next class: Part 5 Test

The Part 5 Test covers Lectures 10–11, is worth 120 marks, and lasts 30 minutes. It contributes 14% of the course grade.

← Previous Lecture · Next Lecture →