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