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02/02/2023
Effective Robustness against Natural Distribution Shifts for Models with Different Training Data
“Effective robustness” measures the extra out-of-distribution (OOD) robu...
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11/17/2021
Fine-grained prediction of food insecurity using news streams
Anticipating the outbreak of a food crisis is crucial to efficiently all...
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10/01/2020
Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling
This paper formulates a new task of extracting privacy parameters from a...
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10/30/2019
What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers
The potential for learned models to amplify existing societal biases has...
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10/24/2019