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Chirag Agarwal

DeAR: Debiasing Vision-Language Models with Additive Residuals

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

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* Accepted to CVPR'23. Codes and dataset will be released soon

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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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* Accepted to ICLR2023

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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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* First three authors contributed equally

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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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* Accepted to the proceedings of the First Learning on Graphs Conference (LoG 2022)

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A Tale Of Two Long Tails

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

* Preliminary results accepted to Workshop on Uncertainty and Robustness in Deep Learning (UDL), ICML, 2021

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