Topic Suggestions: https://www.overleaf.com/2131143128fcrbbvmmvsxd#f5a92f
Overview of LLMs:
- An Overview of Large Language Models for Statisticians
- Do Large Language Models (Really) Need Statistical Foundations?
Session Archive
| Date | Topic | Presenter | Slides / Resources |
|---|---|---|---|
| 2025-06-10 | Basics of Transformers, Learning Theory and In-context Learning | Yihong Zuo | Download |
| 2025-06-24 | Trained Transformers Learn Linear Models In-Context | Haojun Wu | Download |
| 2025-07-03 | Approximation-Theoretic View: Transformers as Implicit Algorithm Simulators | Hang Yang | Download |
| 2025-07-09 | How Transformers Perform PCA and Sparse Recovery | Qinyan Liu | Download |
If you’d like to present or suggest a topic, feel free to reach out!