OptiML Lab Group Meetings
OptiML Lab (led by Prof. Chulhee Yun) holds a weekly seminar where each member presents a topic (paper, current research…etc) of his/her own interest. The seminar is called off only when it overlaps with some major conference or exam period.
- What I’ve been up to nowadays + What I’ll be doing in the future
- Bandits 101: A Maximally Non-technical Tutorial
- Improved Regret Bounds of (Multinomial) Logistic Bandits via Regret-to-Confidence-Set Conversion
- Introduction to Reinforcement Learning with Human Feedback (RLHF): A Theoretically Biased Overview
- Community Detection in Block Models: From SBMs to Block Markov Chains
- An Informal, Personal Presentation: My Experience at AISTATS 2023 & My Future Research Plan
- A Primer on (Combinatorial) Bandits
- Exact Dyanmics of Stochastic Gradient Descent in High Dimensions and Volterra (Integral) Equations
- Nearly Optimal Latent State Decoding in Block MDPs
- Fast and Efficient MMD-based Fair PCA via Optimization over Stiefel Manifold