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Chirag Agarwal

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DeAR: Debiasing Vision-Language Models with Additive Residuals

Mar 18, 2023
Ashish Seth, Mayur Hemani, Chirag Agarwal

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GNNDelete: A General Strategy for Unlearning in Graph Neural Networks

Feb 26, 2023
Jiali Cheng, George Dasoulas, Huan He, Chirag Agarwal, Marinka Zitnik

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Towards Estimating Transferability using Hard Subsets

Jan 17, 2023
Tarun Ram Menta, Surgan Jandial, Akash Patil, Vimal KB, Saketh Bachu, Balaji Krishnamurthy, Vineeth N. Balasubramanian, Chirag Agarwal, Mausoom Sarkar

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Towards Training GNNs using Explanation Directed Message Passing

Dec 01, 2022
Valentina Giunchiglia, Chirag Varun Shukla, Guadalupe Gonzalez, Chirag Agarwal

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Evaluating Explainability for Graph Neural Networks

Aug 19, 2022
Chirag Agarwal, Owen Queen, Himabindu Lakkaraju, Marinka Zitnik

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OpenXAI: Towards a Transparent Evaluation of Model Explanations

Jun 22, 2022
Chirag Agarwal, Eshika Saxena, Satyapriya Krishna, Martin Pawelczyk, Nari Johnson, Isha Puri, Marinka Zitnik, Himabindu Lakkaraju

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Rethinking Stability for Attribution-based Explanations

Mar 14, 2022
Chirag Agarwal, Nari Johnson, Martin Pawelczyk, Satyapriya Krishna, Eshika Saxena, Marinka Zitnik, Himabindu Lakkaraju

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A Tale Of Two Long Tails

Jul 27, 2021
Daniel D'souza, Zach Nussbaum, Chirag Agarwal, Sara Hooker

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On the Connections between Counterfactual Explanations and Adversarial Examples

Jun 18, 2021
Martin Pawelczyk, Shalmali Joshi, Chirag Agarwal, Sohini Upadhyay, Himabindu Lakkaraju

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Towards a Rigorous Theoretical Analysis and Evaluation of GNN Explanations

Jun 16, 2021
Chirag Agarwal, Marinka Zitnik, Himabindu Lakkaraju

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