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01/25/2023
Counterfactual Editing for Search Result Explanation
Recently substantial improvements in neural retrieval methods also bring...
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02/09/2022
Co-WIN: Really Winning? Analysing Inequity in India's Vaccination Response
The COVID-19 pandemic has so far accounted for reported 5.5M deaths worl...
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05/13/2021
An Empirical Comparison of Bias Reduction Methods on Real-World Problems in High-Stakes Policy Settings
Applications of machine learning (ML) to high-stakes policy settings – s...
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12/05/2020
Machine learning for public policy: Do we need to sacrifice accuracy to make models fair?
Growing applications of machine learning in policy settings have raised ...
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10/27/2020
Explainable Machine Learning for Public Policy: Use Cases, Gaps, and Research Directions
In Machine Learning (ML) models used for supporting decisions in high-st...
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12/10/2019
Driving The Last Mile: Characterizing and Understanding Distracted Driving Posts on Social Networks
In 2015, 391,000 people were injured due to distracted driving in the US...
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05/06/2017