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Shalmali Joshi

Machine Learning for Health symposium 2022 -- Extended Abstract track

Nov 28, 2022
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"Why did the Model Fail?": Attributing Model Performance Changes to Distribution Shifts

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Oct 19, 2022
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Towards Robust Off-Policy Evaluation via Human Inputs

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Sep 18, 2022
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Generalizing Off-Policy Evaluation From a Causal Perspective For Sequential Decision-Making

Jan 20, 2022
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Pre-emptive learning-to-defer for sequential medical decision-making under uncertainty

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Sep 13, 2021
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Pulling Up by the Causal Bootstraps: Causal Data Augmentation for Pre-training Debiasing

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Aug 27, 2021
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On the Connections between Counterfactual Explanations and Adversarial Examples

Jun 18, 2021
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An Empirical Framework for Domain Generalization in Clinical Settings

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Apr 15, 2021
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Learning Under Adversarial and Interventional Shifts

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Mar 29, 2021
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Towards Robust and Reliable Algorithmic Recourse

Feb 26, 2021
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