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05/11/2023
Taking Advice from ChatGPT
A growing literature studies how humans incorporate advice from algorith...
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02/28/2023
Goal Driven Discovery of Distributional Differences via Language Descriptions
Mining large corpora can generate useful discoveries but is time-consumi...
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12/31/2022
Efficient Methods for Approximating the Shapley Value for Asset Sharing in Energy Communities
With the emergence of energy communities, where a number of prosumers in...
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11/18/2022
A Mathematical Programming Approach to Optimal Classification Forests
In this paper we propose a novel mathematical optimization based methodo...
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05/31/2021
Model Mis-specification and Algorithmic Bias
Machine learning algorithms are increasingly used to inform critical dec...
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02/03/2021