tutorials
Tutorials on machine learning for optimization and algorithm design, and automated mechanism design.
- LLMs for Optimization: From Automated Modeling to Algorithmic Discovery
with Fei Liu and Connor Lawless
IJCAI 2026
[website] - LLMs for Optimization: Modeling, Solving, and Validating with Generative AI
with Connor Lawless
AAAI 2026
[website] - Machine Learning for Discrete Optimization: Theoretical Guarantees and Applied Frontiers
AAAI 2024
[slides] [animated slides] - Machine Learning for Algorithm Design: Theoretical Guarantees and Applied Frontiers
Cargese-Porquerolles Workshop on Combinatorial Optimization
[slides] - New Frontiers of Automated Mechanism Design for Pricing and Auctions
with Nina Balcan and Tuomas Sandholm
ICML 2018, STOC 2019, EC 2019, AAAI 2019-2021
[website]