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Ankur Taly

Which Pretrain Samples to Rehearse when Finetuning Pretrained Models?

Feb 12, 2024
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Identifying and Mitigating the Security Risks of Generative AI

Aug 28, 2023
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Interpretable Mixture of Experts for Structured Data

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Jun 05, 2022
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First is Better Than Last for Training Data Influence

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Feb 24, 2022
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Local Explanations via Necessity and Sufficiency: Unifying Theory and Practice

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Mar 27, 2021
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The Explanation Game: Explaining Machine Learning Models with Cooperative Game Theory

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Sep 17, 2019
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Explainable Machine Learning in Deployment

Sep 13, 2019
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Finding Invariants in Deep Neural Networks

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Apr 29, 2019
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Using Attribution to Decode Dataset Bias in Neural Network Models for Chemistry

Nov 29, 2018
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Counterfactual Fairness in Text Classification through Robustness

Sep 27, 2018
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