research
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02/15/2022
Predicting on the Edge: Identifying Where a Larger Model Does Better
Much effort has been devoted to making large and more accurate models, b...
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02/09/2021
Regularization Strategies for Quantile Regression
We investigate different methods for regularizing quantile regression wh...
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09/11/2018
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals
We show that many machine learning goals, such as improved fairness metr...
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05/31/2018