AI for Discrete Optimization (IMEN891N, Fall 2025)

Journal and Conference List

(+): A strong theoretical focus, (-): More applied focus, easier to read for non-experts

AI Conferences

• ICML: International Conference on Machine Learning
• ICLR: International Conference on Learning Representations
• NeurIPS: Conference on Neural Information Processing Systems
• AISTATS: International Conference on Artificial Intelligence and Statistics
• IJCAI (–): International Joint Conference on Artificial Intelligence
• AAAI (–): AAAI Conference on Artificial Intelligence
• CPAIOR (–): International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research

AI Journals

• JMLR: Journal of Machine Learning Research
• TMLR: Transactions on Machine Learning Research
• AIJ (–): Artificial Intelligence Journal
• ML (–): Machine Learning (Springer journal)
• JAIR: Journal of Artificial Intelligence Research

OR/MS Journals

• OR (+): Operations Research
• MS (+): Management Science
• MATHOR (+): Mathematics of Operations Research
• MSOM (+): Manufacturing & Service Operations Management
• IJOC: INFORMS Journal on Computing
• TS: Transportation Science
• MP (+): Mathematical Programming
• MPC: Mathematical Programming Computation
• EJOR: European Journal of Operational Research

Theory

• COLT (+): Conference on Learning Theory
• FOCS (+): IEEE Symposium on Foundations of Computer Science
• STOC (+): ACM Symposium on Theory of Computing
• SODA (+): ACM-SIAM Symposium on Discrete Algorithms
• JACM (+): Journal of the ACM
• SIOPT (+): SIAM Journal on Optimization
• SICOMP (+): SIAM Journal on Computing