research
∙
04/13/2023
Estimate-Then-Optimize Versus Integrated-Estimation-Optimization: A Stochastic Dominance Perspective
In data-driven stochastic optimization, model parameters of the underlyi...
share
research
∙
02/24/2023
Balanced Off-Policy Evaluation for Personalized Pricing
We consider a personalized pricing problem in which we have data consist...
research
∙
02/02/2023
Efficient Graph Field Integrators Meet Point Clouds
We present two new classes of algorithms for efficient field integration...
research
∙
08/02/2022
Implicit Two-Tower Policies
We present a new class of structured reinforcement learning policy-archi...
research
∙
10/16/2021
