Michael Jordan

Watermarking using Semantic-aware Speculative Sampling: from Theory to Practice

Active-Dormant Attention Heads: Mechanistically Demystifying Extreme-Token Phenomena in LLMs

Conformal Prediction Sets with Improved Conditional Coverage using Trust Scores

Data Acquisition via Experimental Design for Data Markets

Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality

A Primal-Dual Approach to Solving Variational Inequalities with General Constraints

Dimension-free Private Mean Estimation for Anisotropic Distributions

Fair Allocation in Dynamic Mechanism Design

Unravelling in Collaborative Learning

Fairness-Aware Meta-Learning via Nash Bargaining

Towards a Theoretical Understanding of the 'Reversal Curse' via Training Dynamics

Scaff-PD: Communication Efficient Fair and Robust Federated Learning

Fine-Tuning Language Models with Advantage-Induced Policy Alignment