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Search All 2020 Events
270 Results
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Poster
Tue 7:00
Zeno++: Robust Fully Asynchronous SGD
Cong Xie · Sanmi Koyejo · Indranil Gupta
Affinity Workshop
Mon 11:35
Breakout Session 4.5: Robust Machine Learning with Bad Training Data
Poster
Tue 7:00
Causal Strategic Linear Regression
Yonadav Shavit · Benjamin Edelman · Brian Axelrod
Poster
Tue 8:00
Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan · Jinwoo Shin · Sung Ju Hwang
Poster
Thu 6:00
Interpreting Robust Optimization via Adversarial Influence Functions
Zhun Deng · Cynthia Dwork · Jialiang Wang · Linjun Zhang
Poster
Tue 9:00
Learning Adversarially Robust Representations via Worst-Case Mutual Information Maximization
Sicheng Zhu · Xiao Zhang · David Evans
Poster
Wed 8:00
Individual Calibration with Randomized Forecasting
Shengjia Zhao · Tengyu Ma · Stefano Ermon
Poster
Tue 8:00
Feature Noise Induces Loss Discrepancy Across Groups
Fereshte Khani · Percy Liang
Poster
Wed 5:00
Data preprocessing to mitigate bias: A maximum entropy based approach
L. Elisa Celis · Vijay Keswani · Nisheeth K. Vishnoi
Poster
Thu 6:00
Improving Robustness of Deep-Learning-Based Image Reconstruction
Ankit Raj · Yoram Bresler · Bo Li
Poster
Thu 6:00
FR-Train: A Mutual Information-Based Approach to Fair and Robust Training
Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh
Poster
Tue 13:00
Confidence-Calibrated Adversarial Training: Generalizing to Unseen Attacks
David Stutz · Matthias Hein · Bernt Schiele
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