Learning from a Sample in Online Algorithms. - C. J. Argue; Alan M. Frieze; Anupam Gupta 001; Christopher Seiler (NeurIPS, 2022)

Faster algorithms for learning to link, align sequences, and price two-part tariffs. - Maria-Florina Balcan; Christopher Seiler; Dravyansh Sharma (CoRR, 2022)

Accelerating ERM for data-driven algorithm design using output-sensitive techniques. - Maria-Florina Balcan; Christopher Seiler; Dravyansh Sharma (NeurIPS, 2024)