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31 Results
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Poster
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Tue 14:00 |
Does mitigating ML's impact disparity require treatment disparity? Zachary Lipton · Julian McAuley · Alexandra Chouldechova |
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Poster
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Tue 14:00 |
Hunting for Discriminatory Proxies in Linear Regression Models Samuel Yeom · Anupam Datta · Matt Fredrikson |
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Poster
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Tue 14:00 |
Re-evaluating evaluation David Balduzzi · Karl Tuyls · Julien Perolat · Thore Graepel |
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Poster
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Tue 14:00 |
Efficient Formal Safety Analysis of Neural Networks Shiqi Wang · Kexin Pei · Justin Whitehouse · Junfeng Yang · Suman Jana |
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Poster
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Wed 7:45 |
Fairness Through Computationally-Bounded Awareness Michael Kim · Omer Reingold · Guy Rothblum |
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Poster
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Wed 7:45 |
A Smoothed Analysis of the Greedy Algorithm for the Linear Contextual Bandit Problem Sampath Kannan · Jamie Morgenstern · Aaron Roth · Bo Waggoner · Zhiwei Steven Wu |
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Poster
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Thu 7:45 |
Boolean Decision Rules via Column Generation Sanjeeb Dash · Oktay Gunluk · Dennis Wei |
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Poster
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Tue 14:00 |
Towards Robust Interpretability with Self-Explaining Neural Networks David Alvarez-Melis · Tommi Jaakkola |
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Poster
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Wed 7:45 |
A Game-Theoretic Approach to Recommendation Systems with Strategic Content Providers Omer Ben-Porat · Moshe Tennenholtz |
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Poster
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Wed 7:45 |
Fairness Behind a Veil of Ignorance: A Welfare Analysis for Automated Decision Making Hoda Heidari · Claudio Ferrari · Krishna Gummadi · Andreas Krause |
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Poster
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Thu 14:00 |
Invariant Representations without Adversarial Training Daniel Moyer · Shuyang Gao · Rob Brekelmans · Aram Galstyan · Greg Ver Steeg |
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Poster
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Wed 7:45 |
Diminishing Returns Shape Constraints for Interpretability and Regularization Maya Gupta · Dara Bahri · Andrew Cotter · Kevin Canini |