Asuman E. Ozdaglar

Differentially Private Equilibrium Finding in Polymatrix Games

Beyond RLHF and NLHF: Population-Proportional Alignment under an Axiomatic Framework

Computing Equilibrium beyond Unilateral Deviation

Online Learning and Equilibrium Computation with Ranking Feedback

Zeroth-Order Constrained Optimization from a Control Perspective via Feedback Linearization

UFT: Unifying Supervised and Reinforcement Fine-Tuning

Do LLM Agents Have Regret? A Case Study in Online Learning and Games

What Data Enables Optimal Decisions? An Exact Characterization for Linear Optimization

A Policy-Gradient Approach to Solving Imperfect-Information Games with Best-Iterate Convergence

Contextual Optimization Under Model Misspecification: A Tractable and Generalizable Approach