Novel Node Category Detection Under Subpopulation Shift von Chung, Hsing-Huan, Chaudhari, Shravan, Wald, Yoav, Han, Xing, Ghosh, Joydeep

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Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift von Wong, Gina, Gleason, Joshua, Chellappa, Rama, Wald, Yoav, Liu, Anqi

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Data Augmentations for Improved (Large) Language Model Generalization von Feder, Amir, Wald, Yoav, Shi, Claudia, Saria, Suchi, Blei, David

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Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy von Puli, Aahlad, Zhang, Lily, Wald, Yoav, Ranganath, Rajesh

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Malign Overfitting: Interpolation Can Provably Preclude Invariance von Wald, Yoav, Yona, Gal, Shalit, Uri, Carmon, Yair

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Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation von Puli, Aahlad, Joshi, Nitish, Wald, Yoav, He, He, Ranganath, Rajesh

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Novel Node Category Detection Under Subpopulation Shift von Chung, Hsing-Huan, Chaudhari, Shravan, Wald, Yoav, Han, Xing, Ghosh, Joydeep

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Robust Conditional Probabilities von Wald, Yoav, Globerson, Amir

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In the Eye of the Beholder: Robust Prediction with Causal User Modeling von Feder, Amir, Horowitz, Guy, Wald, Yoav, Reichart, Roi, Rosenfeld, Nir

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On Calibration and Out-of-domain Generalization von Wald, Yoav, Feder, Amir, Greenfeld, Daniel, Shalit, Uri

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Weighted Risk Invariance: Domain Generalization under Invariant Feature Shift von Wong, Gina, Gleason, Joshua, Chellappa, Rama, Wald, Yoav, Liu, Anqi

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Malign Overfitting: Interpolation Can Provably Preclude Invariance von Wald, Yoav, Gal Yona, Shalit, Uri, Carmon, Yair

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Nuisances via Negativa: Adjusting for Spurious Correlations via Data Augmentation von Puli, Aahlad, Joshi, Nitish, Wald, Yoav, He, He, Ranganath, Rajesh

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Causal-structure Driven Augmentations for Text OOD Generalization von Feder, Amir, Wald, Yoav, Shi, Claudia, Saria, Suchi, Blei, David

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Don't blame Dataset Shift! Shortcut Learning due to Gradients and Cross Entropy von Puli, Aahlad, Zhang, Lily, Wald, Yoav, Ranganath, Rajesh

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Novel Node Category Detection Under Subpopulation Shift von Hsing-Huan Chung, Chaudhari, Shravan, Wald, Yoav, Han, Xing, Ghosh, Joydeep

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In the Eye of the Beholder: Robust Prediction with Causal User Modeling von Feder, Amir, Horowitz, Guy, Wald, Yoav, Reichart, Roi, Rosenfeld, Nir

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Robust Conditional Probabilities von Wald, Yoav, Globerson, Amir

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On Calibration and Out-of-domain Generalization von Wald, Yoav, Feder, Amir, Greenfeld, Daniel, Shalit, Uri

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Explaining in Style: Training a GAN to explain a classifier in StyleSpace von Lang, Oran, Gandelsman, Yossi, Yarom, Michal, Wald, Yoav, Elidan, Gal, Hassidim, Avinatan, Freeman, William T, Isola, Phillip, Globerson, Amir, Irani, Michal, Mosseri, Inbar

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