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Think before you act: A simple baseline for compositional generalization

Oct 01, 2020
Christina Heinze-Deml, Diane Bouchacourt

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Active Invariant Causal Prediction: Experiment Selection through Stability

Jun 10, 2020
Juan L Gamella, Christina Heinze-Deml

* 29 pages 

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Invariance-inducing regularization using worst-case transformations suffices to boost accuracy and spatial robustness

Jun 26, 2019
Fanny Yang, Zuowen Wang, Christina Heinze-Deml

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Conditional Variance Penalties and Domain Shift Robustness

May 08, 2018
Christina Heinze-Deml, Nicolai Meinshausen

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Preserving Differential Privacy Between Features in Distributed Estimation

Jun 27, 2017
Christina Heinze-Deml, Brian McWilliams, Nicolai Meinshausen

* Stat 7 (1), 2018 

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