Lillian J. Ratliff

On the Universal Near Optimality of Hedge in Combinatorial Settings

Improved Regret and Contextual Linear Extension for Pandora's Box and Prophet Inequality

Learning to Incentivize in Repeated Principal-Agent Problems with Adversarial Agent Arrivals

S4S: Solving for a Fast Diffusion Model Solver

Principal-Agent Bandit Games with Self-Interested and Exploratory Learning Agents

Finite-Time Convergence Rates in Stochastic Stackelberg Games with Smooth Algorithmic Agents

Conformal Reasoning: Uncertainty Estimation in Interactive Environments

Sample Complexity Reduction via Policy Difference Estimation in Tabular Reinforcement Learning

Initializing Services in Interactive ML Systems for Diverse Users