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Boosting the interpretability of clinical risk scores with intervention predictions., , , , , , , , , and 1 other author(s). CoRR, (2022)CLIP the Bias: How Useful is Balancing Data in Multimodal Learning?, , , , , and . CoRR, (2024)Bias in Language Models: Beyond Trick Tests and Toward RUTEd Evaluation., , , and . CoRR, (2024)Bayesian Inference and Partial Identification in Multi-Treatment Causal Inference with Unobserved Confounding., , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 3608-3626. PMLR, (2022)Counterfactual Invariance to Spurious Correlations: Why and How to Pass Stress Tests., , , and . CoRR, (2021)On Multi-Cause Approaches to Causal Inference with Unobserved Counfounding: Two Cautionary Failure Cases and A Promising Alternative.. AISTATS, volume 89 of Proceedings of Machine Learning Research, page 3478-3486. PMLR, (2019)Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models., , , and . CD@KDD, volume 104 of Proceedings of Machine Learning Research, page 50-58. PMLR, (2019)Adapting to Latent Subgroup Shifts via Concepts and Proxies., , , , , , , , , and . AISTATS, volume 206 of Proceedings of Machine Learning Research, page 9637-9661. PMLR, (2023)On Robustness and Transferability of Convolutional Neural Networks., , , , , , , , , and 4 other author(s). CoRR, (2020)Fairness and robustness in anti-causal prediction., and . CoRR, (2022)