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08/15/2023
Unbiased Decisions Reduce Regret: Adversarial Domain Adaptation for the Bank Loan Problem
In many real world settings binary classification decisions are made bas...
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03/30/2023
Practical Policy Optimization with Personalized Experimentation
Many organizations measure treatment effects via an experimentation plat...
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12/03/2021
Neural Pseudo-Label Optimism for the Bank Loan Problem
We study a class of classification problems best exemplified by the bank...
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11/05/2021
Distilling Heterogeneity: From Explanations of Heterogeneous Treatment Effect Models to Interpretable Policies
Internet companies are increasingly using machine learning models to cre...
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10/14/2021
Looper: An end-to-end ML platform for product decisions
Modern software systems and products increasingly rely on machine learni...
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08/28/2020
Real-world Video Adaptation with Reinforcement Learning
Client-side video players employ adaptive bitrate (ABR) algorithms to op...
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11/02/2019