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Poster
Wed 9:00 Online Bipartite Matching with Advice: Tight Robustness-Consistency Tradeoffs for the Two-Stage Model
Billy Jin · Will Ma
Poster
Wed 9:00 Doubly Robust Counterfactual Classification
Kwangho Kim · Edward Kennedy · Jose Zubizarreta
Poster
Tue 14:00 Hierarchical Normalization for Robust Monocular Depth Estimation
Chi Zhang · Wei Yin · Billzb Wang · Gang Yu · BIN FU · Chunhua Shen
Workshop
Robust Trajectory Prediction against Adversarial Attacks
Yulong Cao · Danfei Xu · Xinshuo Weng · Zhuoqing Morley Mao · Anima Anandkumar · Chaowei Xiao · Marco Pavone
Workshop
Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang · Erica Shook · Justin Buck · Guillermo Horga
Poster
Tue 14:00 Agreement-on-the-line: Predicting the Performance of Neural Networks under Distribution Shift
Christina Baek · Yiding Jiang · Aditi Raghunathan · J. Zico Kolter
Workshop
Fri 10:10 Predictive Dynamics Improve Noise Robustness in a Deep Network Model of the Human Auditory System
Ching Fang
Poster
Wed 9:00 Moment Distributionally Robust Tree Structured Prediction
Yeshu Li · Danyal Saeed · Xinhua Zhang · Brian Ziebart · Kevin Gimpel
Workshop
Feature Restricted Group Dropout for Robust Electronic Health Record Predictions
Bret Nestor · Anna Goldenberg · Marzyeh Ghassemi
Poster
Thu 9:00 Conformal Off-Policy Prediction in Contextual Bandits
Muhammad Faaiz Taufiq · Jean-Francois Ton · Rob Cornish · Yee Whye Teh · Arnaud Doucet
Workshop
Robust task-specific adaption of models for drug-target interaction prediction
Emma Svensson · Pieter-Jan Hoedt · Sepp Hochreiter · G√ľnter Klambauer
Poster
Wed 14:00 In the Eye of the Beholder: Robust Prediction with Causal User Modeling
Amir Feder · Guy Horowitz · Yoav Wald · Roi Reichart · Nir Rosenfeld