Adaptation Speed Analysis for Fairness-aware Causal ModelsInternational Conference on Information and Knowledge Management (CIKM), 2023 |
CRASS: A Novel Data Set and Benchmark to Test Counterfactual Reasoning
of Large Language ModelsInternational Conference on Language Resources and Evaluation (LREC), 2021 |
Can Subnetwork Structure be the Key to Out-of-Distribution
Generalization?International Conference on Machine Learning (ICML), 2021 |
Towards Causal Representation Learning Bernhard Schölkopf Francesco Locatello Stefan Bauer Nan Rosemary Ke Nal Kalchbrenner Anirudh Goyal Yoshua Bengio |
Inductive Biases for Deep Learning of Higher-Level CognitionProceedings of the Royal Society A (Proc. R. Soc. A), 2020 |