Course Schedule
Fall 2025 | Trustworthy Machine Learning
Schedule Updates
This schedule is subject to change. Check regularly for updates and assignment due dates.
Week-by-Week Schedule
| Week | Topic |
|---|---|
| 1 | Introduction to Trustworthy ML |
| 2 | Model Evaluation and Fairness |
| 3 | Midterm Project |
| 4 | Privacy Enhancing Technologies I |
| 5 | Privacy-Enhancing Technologies II & Federated Learning |
| 6 | Gen AI Security Models and Frameworks |
| 7 | Safety, Alignment, and Evaluation in LLMs |
| 8 | Advanced LLM Safety |
| 9 | Security Testing and Red Teaming |
| 10 | AI Regulatory Frameworks and Compliance |
| 11 | Final Project |
Reading Materials
Supplementary Resources
- Course slides and lecture notes
- Research papers (linked in weekly readings)
- Tutorial videos and demos
- Tool documentation and examples
Office Hours
- Instructor: Tuesdays 2-4 PM, Fridays 1-2 PM
- TAs:
- TA1: Mondays 3-5 PM, Wednesdays 10-12 PM
- TA2: Thursdays 2-4 PM, Saturdays 10-12 PM
Schedule last updated: {{ git_revision_date_localized }}