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| A Friendly Tutorial on Mean-Field Spin Glass Techniques for Non-Physicists | View |
| An Introduction to Statistical Learning | View |
| Statistical/Machine Learning Theory lecture notes by Tengyu Ma | View |
| Princeton summer school notes by Bruno Loureiro | View |
| Date | Speaker | Topic | Notes | Recording |
|---|---|---|---|---|
| Jan 29, 2025 | Nilava Metya | Probability Review: Concentration | View | |
| Feb 05, 2025 | Nilava Metya | Introduction to Learning Theory | View | |
| Feb 12, 2025 | Alex Morozov | Curie-Weiss model of ferromagnetism | View | View |
| Feb 19, 2025 | Alex Morozov | Curie-Weiss model of ferromagnetism (continued) | View | View |
| Feb 26, 2025 | Alex Morozov | Wrapping up the CW model. Gibbs variational approach. | View | View |
| Mar 05, 2025 | Alex Morozov | Cavity method. | View | View |