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12/12/2021
Fairness for Robust Learning to Rank
While conventional ranking systems focus solely on maximizing the utilit...
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12/02/2019
AP-Perf: Incorporating Generic Performance Metrics in Differentiable Learning
We propose a method that enables practitioners to conveniently incorpora...
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03/10/2019
Fair Logistic Regression: An Adversarial Perspective
Fair prediction methods have primarily been built around existing classi...
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12/18/2018
Consistent Robust Adversarial Prediction for General Multiclass Classification
We propose a robust adversarial prediction framework for general multicl...
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11/07/2018
Distributionally Robust Graphical Models
In many structured prediction problems, complex relationships between va...
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12/28/2017