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Invited Talk
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Tue 9:00 |
Representation Learning in the Global South: Societal Considerations-Fairness, Safety and Privacy John Amuasi |
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Poster
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Tue 10:30 |
Fairness Guarantees under Demographic Shift Stephen Giguere · Blossom Metevier · Bruno Silva · Yuriy Brun · Philip Thomas · Scott Niekum |
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Poster
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Mon 10:30 |
FairCal: Fairness Calibration for Face Verification Tiago Salvador · Stephanie Cairns · Vikram Voleti · Noah Marshall · Adam Oberman |
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Workshop
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Fri 10:35 |
Semi-Discrete Normalizing Flows through Differentiable Voronoi Tessellation Tian Qi Chen · Brandon Amos · Maximilian Nickel |
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Poster
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Mon 10:30 |
Fair Normalizing Flows Mislav Balunovic · Anian Ruoss · Martin Vechev |
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Poster
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Mon 2:30 |
8-bit Optimizers via Block-wise Quantization Tim Dettmers · Mike Lewis · Sam Shleifer · Luke Zettlemoyer |
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Poster
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Thu 18:30 |
Generalized Demographic Parity for Group Fairness Zhimeng Jiang · Xiaotian Han · Chao Fan · Fan Yang · Ali Mostafavi · Xia Hu |
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Poster
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Thu 10:30 |
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling Ada Wan |
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Poster
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Wed 18:30 |
Is Fairness Only Metric Deep? Evaluating and Addressing Subgroup Gaps in Deep Metric Learning Natalie Dullerud · Karsten Roth · Kimia Hamidieh · Nicolas Papernot · Marzyeh Ghassemi |
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Poster
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Tue 10:30 |
Selective Ensembles for Consistent Predictions Emily Black · Klas Leino · Matt Fredrikson |
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Spotlight
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Mon 2:30 |
8-bit Optimizers via Block-wise Quantization Tim Dettmers · Mike Lewis · Sam Shleifer · Luke Zettlemoyer |
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Poster
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Tue 18:30 |
The Rich Get Richer: Disparate Impact of Semi-Supervised Learning Zhaowei Zhu · Tianyi Luo · Yang Liu |