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54 Results
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Oral
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Thu 10:00 |
Fairness-Aware Learning for Continuous Attributes and Treatments Jeremie Mary · Clément Calauzènes · Noureddine El Karoui |
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Poster
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Thu 18:30 |
Fairness-Aware Learning for Continuous Attributes and Treatments Jeremie Mary · Clément Calauzènes · Noureddine El Karoui |
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Workshop
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Sat 8:30 |
Identifying and Understanding Deep Learning Phenomena Hanie Sedghi · Samy Bengio · Kenji Hata · Aleksander Madry · Ari Morcos · Behnam Neyshabur · Maithra Raghu · Ali Rahimi · Ludwig Schmidt · Ying Xiao |
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Oral
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Thu 10:05 |
Fairness risk measures Robert C Williamson · Aditya Menon |
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Oral
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Thu 9:40 |
Learning Optimal Fair Policies Razieh Nabi · Daniel Malinsky · Ilya Shpitser |
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Poster
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Tue 18:30 |
GDPP: Learning Diverse Generations using Determinantal Point Processes Mohamed Elfeki · Camille Couprie · Morgane Riviere · Mohamed Elhoseiny |
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Poster
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Tue 18:30 |
Automatic Classifiers as Scientific Instruments: One Step Further Away from Ground-Truth Jacob Whitehill · Anand Ramakrishnan |
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Poster
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Wed 18:30 |
Understanding the Origins of Bias in Word Embeddings Marc-Etienne Brunet · Colleen Alkalay-Houlihan · Ashton Anderson · Richard Zemel |
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Oral
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Thu 11:20 |
Stable and Fair Classification Lingxiao Huang · Nisheeth Vishnoi |
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Oral
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Thu 11:00 |
Proportionally Fair Clustering Xingyu Chen · Brandon Fain · Liang Lyu · Kamesh Munagala |
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Oral
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Thu 11:25 |
Flexibly Fair Representation Learning by Disentanglement Elliot Creager · David Madras · Joern-Henrik Jacobsen · Marissa Weis · Kevin Swersky · Toniann Pitassi · Richard Zemel |
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Poster
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Thu 18:30 |
Fairness risk measures Robert C Williamson · Aditya Menon |