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Tutorial
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Mon 11:00 |
Algorithmic fairness: at the intersections Golnoosh Farnadi · Q.Vera Liao · Elliot Creager |
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Workshop
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Addressing observational biases in algorithmic fairness assessments Chirag Nagpal · Olawale Salaudeen · Sanmi Koyejo · Stephen Pfohl |
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Poster
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Wed 9:00 |
Picking on the Same Person: Does Algorithmic Monoculture lead to Outcome Homogenization? Rishi Bommasani · Kathleen A. Creel · Ananya Kumar · Dan Jurafsky · Percy Liang |
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Poster
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Thu 14:00 |
Fast Algorithms for Packing Proportional Fairness and its Dual Francisco Criado · David Martinez-Rubio · Sebastian Pokutta |
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Workshop
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Scalable and Improved Algorithms for Individually Fair Clustering Mohammadhossein Bateni · Vincent Cohen-Addad · Alessandro Epasto · Silvio Lattanzi |
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Poster
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Tue 9:00 |
Group Meritocratic Fairness in Linear Contextual Bandits Riccardo Grazzi · Arya Akhavan · John IF Falk · Leonardo Cella · Massimiliano Pontil |
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Poster
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Wed 9:00 |
Online Algorithms for the Santa Claus Problem Max Springer · MohammadTaghi Hajiaghayi · Debmalya Panigrahi · Mohammad Khani |
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Poster
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Thu 14:00 |
Are Two Heads the Same as One? Identifying Disparate Treatment in Fair Neural Networks Michael Lohaus · Matthäus Kleindessner · Krishnaram Kenthapadi · Francesco Locatello · Chris Russell |
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Poster
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Tue 9:00 |
Policy Optimization with Advantage Regularization for Long-Term Fairness in Decision Systems Eric Yu · Zhizhen Qin · Min Kyung Lee · Sicun Gao |
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Poster
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Tue 9:00 |
[Re] Exacerbating Algorithmic Bias through Fairness Attacks Angelos Nalmpantis · Apostolos Panagiotopoulos · John Gkountouras · Konstantinos Papakostas |
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Workshop
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Sat 5:30 |
Algorithmic Fairness through the Lens of Causality and Privacy Awa Dieng · Miriam Rateike · Golnoosh Farnadi · Ferdinando Fioretto · Matt Kusner · Jessica Schrouff |
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Workshop
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Towards Algorithmic Fairness in Space-Time: Filling in Black Holes Cheryl Flynn · Aritra Guha · Subhabrata Majumdar · Divesh Srivastava · Zhengyi Zhou |