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Spotlight
Thu Jul 21 10:30 AM -- 10:35 AM (PDT) @ Room 307
Learning Stable Classifiers by Transferring Unstable Features
In MISC/Social Aspects
Yujia Bao · Shiyu Chang · Regina Barzilay
Spotlight
Thu Jul 21 10:35 AM -- 10:40 AM (PDT) @ Room 307
Data-Efficient Double-Win Lottery Tickets from Robust Pre-training
In MISC/Social Aspects
Tianlong Chen · Zhenyu Zhang · Sijia Liu · Yang Zhang · Shiyu Chang · Zhangyang “Atlas” Wang
Spotlight
Thu Jul 21 10:40 AM -- 10:45 AM (PDT) @ Room 307
Attentional Meta-learners for Few-shot Polythetic Classification
In MISC/Social Aspects
Ben Day · Ramon Viñas Torné · Nikola Simidjievski · Pietro Lió
Spotlight
Thu Jul 21 10:45 AM -- 10:50 AM (PDT) @ Room 307
C*-algebra Net: A New Approach Generalizing Neural Network Parameters to C*-algebra
In MISC/Social Aspects
Yuka Hashimoto · Zhao Wang · Tomoko Matsui
Spotlight
Thu Jul 21 10:50 AM -- 10:55 AM (PDT) @ Room 307
Nonlinear Feature Diffusion on Hypergraphs
In MISC/Social Aspects
Konstantin Prokopchik · Austin Benson · Francesco Tudisco
Spotlight
Thu Jul 21 10:55 AM -- 11:00 AM (PDT) @ Room 307
Kernel Methods for Radial Transformed Compositional Data with Many Zeros
In MISC/Social Aspects
Junyoung Park · Changwon Yoon · Cheolwoo Park · Jeongyoun Ahn
Spotlight
Thu Jul 21 11:00 AM -- 11:05 AM (PDT) @ Room 307
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning
In MISC/Social Aspects
Haoqi Yuan · Zongqing Lu
Oral
Thu Jul 21 11:05 AM -- 11:25 AM (PDT) @ Room 307 None
Causal Conceptions of Fairness and their Consequences
In MISC/Social Aspects
Hamed Nilforoshan · Johann Gaebler · Ravi Shroff · Sharad Goel
Spotlight
Thu Jul 21 11:25 AM -- 11:30 AM (PDT) @ Room 307
Fairness with Adaptive Weights
In MISC/Social Aspects
Junyi Chai · Xiaoqian Wang
Spotlight
Thu Jul 21 11:30 AM -- 11:35 AM (PDT) @ Room 307
Understanding Instance-Level Impact of Fairness Constraints
In MISC/Social Aspects
Jialu Wang · Xin Eric Wang · Yang Liu
Spotlight
Thu Jul 21 11:35 AM -- 11:40 AM (PDT) @ Room 307
Achieving Fairness at No Utility Cost via Data Reweighing with Influence
In MISC/Social Aspects
Peizhao Li · Hongfu Liu
Spotlight
Thu Jul 21 11:40 AM -- 11:45 AM (PDT) @ Room 307
Mitigating Gender Bias in Face Recognition using the von Mises-Fisher Mixture Model
In MISC/Social Aspects
Jean-Rémy Conti · Nathan NOIRY · Stephan Clemencon · Vincent Despiegel · Stéphane Gentric
Spotlight
Thu Jul 21 11:45 AM -- 11:50 AM (PDT) @ Room 307
Selective Regression under Fairness Criteria
In MISC/Social Aspects
Abhin Shah · Yuheng Bu · Joshua Lee · Subhro Das · Rameswar Panda · Prasanna Sattigeri · Gregory Wornell
Spotlight
Thu Jul 21 11:50 AM -- 11:55 AM (PDT) @ Room 307
Input-agnostic Certified Group Fairness via Gaussian Parameter Smoothing
In MISC/Social Aspects
Jiayin Jin · Zeru Zhang · Yang Zhou · Lingfei Wu