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12/07/2021
Do explanations increase the effectiveness of AI-crowd generated fake news warnings?
Social media platforms are increasingly deploying complex interventions ...
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06/23/2021
Feature Attributions and Counterfactual Explanations Can Be Manipulated
As machine learning models are increasingly used in critical decision-ma...
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06/04/2021
Counterfactual Explanations Can Be Manipulated
Counterfactual explanations are emerging as an attractive option for pro...
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12/01/2020
Does Fair Ranking Improve Minority Outcomes? Understanding the Interplay of Human and Algorithmic Biases in Online Hiring
Ranking algorithms are being widely employed in various online hiring pl...
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08/11/2020
How Much Should I Trust You? Modeling Uncertainty of Black Box Explanations
As local explanations of black box models are increasingly being employe...
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06/20/2020
From Predictions to Decisions: Using Lookahead Regularization
Machine learning is a powerful tool for predicting human-related outcome...
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11/06/2019
How can we fool LIME and SHAP? Adversarial Attacks on Post hoc Explanation Methods
As machine learning black boxes are increasingly being deployed in domai...
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07/11/2019
Learning Key-Value Store Design
We introduce the concept of design continuums for the data layout of key...
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05/29/2019