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Poster
Tue 7:00 The Effect of Natural Distribution Shift on Question Answering Models
John Miller · Karl Krauth · Benjamin Recht · Ludwig Schmidt
Poster
Tue 7:00 Causal Strategic Linear Regression
Yonadav Shavit · Benjamin Edelman · Brian Axelrod
Poster
Tue 7:00 Safe Deep Semi-Supervised Learning for Unseen-Class Unlabeled Data
Lan-Zhe Guo · Zhen-Yu Zhang · Yuan Jiang · Yufeng Li · Zhi-Hua Zhou
Poster
Tue 7:00 Zeno++: Robust Fully Asynchronous SGD
Cong Xie · Sanmi Koyejo · Indranil Gupta
Poster
Tue 7:00 Randomized Smoothing of All Shapes and Sizes
Greg Yang · Tony Duan · J. Edward Hu · Hadi Salman · Ilya Razenshteyn · Jerry Li
Poster
Tue 7:00 On Second-Order Group Influence Functions for Black-Box Predictions
Samyadeep Basu · Xuchen You · Soheil Feizi
Poster
Tue 7:00 Distributionally Robust Policy Evaluation and Learning in Offline Contextual Bandits
Nian Si · Fan Zhang · Zhengyuan Zhou · Jose Blanchet
Poster
Tue 8:00 Adversarial Neural Pruning with Latent Vulnerability Suppression
Divyam Madaan · Jinwoo Shin · Sung Ju Hwang
Poster
Tue 8:00 NADS: Neural Architecture Distribution Search for Uncertainty Awareness
Randy Ardywibowo · Shahin Boluki · Xinyu Gong · Zhangyang Wang · Xiaoning Qian
Poster
Tue 8:00 Detecting Out-of-Distribution Examples with Gram Matrices
Chandramouli Shama Sastry · Sageev Oore
Poster
Tue 8:00 Feature Noise Induces Loss Discrepancy Across Groups
Fereshte Khani · Percy Liang
Poster
Tue 9:00 An Investigation of Why Overparameterization Exacerbates Spurious Correlations
Shiori Sagawa · aditi raghunathan · Pang Wei Koh · Percy Liang