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