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11 Results
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Poster
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Wed 18:30 |
Recycling Privileged Learning and Distribution Matching for Fairness Novi Quadrianto · Viktoriia Sharmanska |
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Poster
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Wed 18:30 |
On Fairness and Calibration Geoff Pleiss · Manish Raghavan · Felix Wu · Jon Kleinberg · Kilian Weinberger |
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Poster
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Wed 18:30 |
Beyond Parity: Fairness Objectives for Collaborative Filtering Sirui Yao · Bert Huang |
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Poster
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Wed 18:30 |
Learning to Pivot with Adversarial Networks Gilles Louppe · Michael Kagan · Kyle Cranmer |
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Poster
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Wed 18:30 |
Optimized Pre-Processing for Discrimination Prevention Flavio Calmon · Dennis Wei · Bhanukiran Vinzamuri · Karthikeyan Natesan Ramamurthy · Kush Varshney |
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Poster
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Wed 18:30 |
Fair Clustering Through Fairlets Flavio Chierichetti · Ravi Kumar · Silvio Lattanzi · Sergei Vassilvitskii |
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Poster
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Wed 18:30 |
Counterfactual Fairness Matt Kusner · Joshua Loftus · Chris Russell · Ricardo Silva |
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Poster
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Mon 18:30 |
Deep Lattice Networks and Partial Monotonic Functions Seungil You · David Ding · Kevin Canini · Jan Pfeifer · Maya Gupta |
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Poster
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Mon 18:30 |
When Worlds Collide: Integrating Different Counterfactual Assumptions in Fairness Chris Russell · Matt Kusner · Joshua Loftus · Ricardo Silva |
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Poster
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Wed 18:30 |
From Parity to Preference-based Notions of Fairness in Classification Muhammad Bilal Zafar · Isabel Valera · Manuel Rodriguez · Krishna Gummadi · Adrian Weller |
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Poster
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Wed 18:30 |
Avoiding Discrimination through Causal Reasoning Niki Kilbertus · Mateo Rojas Carulla · Giambattista Parascandolo · Moritz Hardt · Dominik Janzing · Bernhard Schölkopf |