Heuristics for Combinatorial Optimization via Value-based Reinforcement Learning: A Unified Framework and AnalysisOrit DavidovichShimrit Shternet al.2025arXivPaper
Finding Probably Approximate Optimal Solutions by Training to Estimate the Optimal Values of SubproblemsNimrod MegiddoSegev Wasserkruget al.2025arXivPaper
Leveraging Large Language Models in Analytics Practice: Opportunities, Challenges and Best PracticesSegev WasserkrugArnie Greenlandet al.2024INFORMS Analytics Conference 2024Talk
Knowledge-Driven Decision Optimization for Non-ExpertsYishai A. FeldmanAviad Selaet al.2022AAAI 2022Workshop paper
Addressing Solution Quality in Data-generated Optimization ModelsOrit DavidovichParikshit Ramet al.2022AAAI 2022Workshop paper
A Game Theoretic Model for Strategic Coopetition in Business NetworksEitan FarchiSegev Wasserkruget al.2021INFORMS 2021Talk
Data and Knowledge Driven Optimization Model Generation for Flow Based Optimization ProblemsDharmashankar SubramanianSegev Wasserkruget al.2021INFORMS 2021Talk
Ensuring the Quality of Optimization Solutions in Data Generated Optimization ModelsSegev WasserkrugOrit Davidovichet al.2021IJCAI 2021Workshop paper
Learning the Parameters of Bayesian Networks from Uncertain DataSegev WasserkrugRadu Marinescuet al.2021AAAI 2021Conference paper