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