AI for Discrete Optimization (IMEN891N, Fall 2025)

Academic Events

• 2019 TTIC Workshop: Automated Algorithm Design (link)
• 2019 TTIC Summer Workshop: Learning-Based Algorithms (link)
• 2020 IJCAI Tutorial: Machine Learning for Combinatorial Optimization (link)
• 2020 NeurIPS Workshop: Learning Meets Combinatorial Algorithms (link)
• 2020 STOC Workshop: Algorithms with Predictions (link)
• 2021 IPAM Workshop: Deep Learning and Combinatorial Optimization (link)
• 2021 FODSI (Foundations of Data Science Institute) Workshop: Machine Learning for Algorithms (ML4A) (link)
  • Videos of the talks (link)
• 2021 NeurIPS Competition: Machine Learning for Combinatorial Optimization (link)
• 2021 IJCAI Competition: AI4TSP (AI for Traveling Salesman Problem) (link)
• 2021 AAAI Workshop: Machine Learning & Combinatorial Optimization (link)
• 2022 ICLR Workshop: Anchoring Machine Learning in Classical Algorithmic Theory (link)
• 2022 STOC Workshop: Algorithms with Predictions (link)
• 2021–2024 INFORMS–CCC–ACM SIGAI AI/OR Workshops (NSF-funded) (link)
  • Final Report (link)
• EURO Meets NeurIPS 2022: Vehicle Routing Competition (link)
• 2022 Dagstuhl Seminar: Data-Driven Combinatorial Optimisation (link)
• 2022 ALPS Workshop: EPFL Workshop on Algorithms with Predictions (link)
• 2022 NeurIPS Competition: Natural Language for Optimization Modelling (NL4Opt) (link)
• 2022 AAAI Workshop: AI for Decision Optimization (link)
• 2022 CPAIOR Master Class: Bridging Machine Learning and Optimization (link)
• 2022 Simons Institute Workshop: Data-Driven Decision Processes (link)
• 2022 Microsoft Research Workshop: Data-Driven Optimization (link)
• 2023 IPAM Workshop: Artificial Intelligence and Discrete Optimization (link)
• 2023 SIGMETRICS Workshop: Learning-Augmented Algorithms (link)
• 2024 IJCAI-DSO Workshop: The Sixth Data Science Meets Optimization Workshop (link)
  • Series of workshops
  • 2025 DSO Workshop: Workshop @ ECML-PKDD (link)
• 2024 AAAI Workshop: Learnable Optimization (LEANOPT) (link)
• 2024 AAAI Workshop: Artificial Intelligence for Operations Research (link)
• 2025 CRM Workshop: Combinatorial Optimization and Data Science (link)
• Conference Series: Discrete Optimization and Machine Learning (link)
• 2022 INFORMS Computing Society Conference: Theme — The ML and Optimization Nexus (link)
• 2024 TTIC Workshop: Learning-Augmented Algorithms (link)
• 2025 SIGMETRICS Workshop: Learning-Augmented Algorithms (link)