The Good, the Bad, and the Outliers: A Testing Framework for Decision Optimization Model Learning. - Orit Davidovich; Gheorghe-Teodor Bercea; Segev Wasserkrug (KDD, 2022)

A Rigorous Risk-aware Linear Approach to Extended Markov Ratio Decision Processes with Embedded Learning. - Alexander Zadorojniy; Takayuki Osogami; Orit Davidovich (IJCAI, 2023)