information-theoretic lower bounds
- CoT Information: Improved Sample Complexity under Chain-of-Thought Supervision
- Constrained Best Arm Identification
- Improved Robust Estimation for Erdős-Rényi Graphs: The Sparse Regime and Optimal Breakdown Point
- Transfer Faster, Price Smarter: Minimax Dynamic Pricing under Cross-Market Preference Shift