4 citations · 8 across the 3 of their papers we have counts for
5 papers
Optimal Policy for Inventory Management with Periodic and Controlled Resets
Yoon Lee, Yonatan Mintz, Anil Aswani +2
Inventory management problems with periodic and controllable resets occur in the context of managing water storage in the developing world and retailing limited-time availability p…
Hard Choices in Artificial Intelligence
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
As AI systems are integrated into high stakes social domains, researchers now examine how to design and operate them in a safe and ethical manner. However, the criteria for identif…
Optimal Local Explainer Aggregation for Interpretable Prediction
Qiaomei Li, Rachel Cummings, Yonatan Mintz
A key challenge for decision makers when incorporating black box machine learned models into practice is being able to understand the predictions provided by these models. One prop…
Hard Choices in Artificial Intelligence: Addressing Normative Uncertainty through Sociotechnical Commitments
Roel Dobbe, Thomas Krendl Gilbert, Yonatan Mintz
As AI systems become prevalent in high stakes domains such as surveillance and healthcare, researchers now examine how to design and implement them in a safe manner. However, the p…
Behavioral Analytics for Myopic Agents
Yonatan Mintz, Anil Aswani, Philip Kaminsky +2
Many multi-agent systems have the structure of a single coordinator providing behavioral or financial incentives to a large number of agents. Two challenges faced by the coordinato…