Patrick Jaillet

Incentive-Aware Dynamic Resource Allocation under Long-Term Cost Constraints

Learning with Exact Invariances in Polynomial Time

Learning with Exact Invariances in Polynomial Time

Neural Dueling Bandits: Preference-Based Optimization with Human Feedback

Distribution-Dependent Rates for Multi-Distribution Learning

Prompt Optimization with Human Feedback

Online Convex Optimization with Prediction Through Accelerated Gradient Descent

Optimistic Bayesian Optimization with Unknown Constraints

Meta-VBO: Utilizing Prior Tasks in Optimizing Risk Measures with Gaussian Processes

Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars

Active Set Ordering

Use Your INSTINCT: INSTruction optimization usIng Neural bandits Coupled with Transformers

Doubly Robust Structure Identification from Temporal Data