Anupam Gupta

Parsimonious Predictions for Strategyproof Scheduling

Robust Contextual Pricing

Length Generalization via Auxiliary Tasks

Randomized Truthful Auctions with Learning Agents

Learning-Augmented Approximation Algorithms for Maximum Cut and Related Problems

Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure

MAC Advice for facility location mechanism design

Improving length generalization in transformers via task hinting