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Picture for Siddhant Agarwal

Reinforcement Explanation Learning


Nov 26, 2021
Siddhant Agarwal, Owais Iqbal, Sree Aditya Buridi, Madda Manjusha, Abir Das

* Accepted in NeurIPS 2021 workshop on eXplainable AI approaches for debugging and diagnosis. Project Page: https://cvir.github.io/projects/rexl.html 

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Deep learning for surrogate modelling of 2D mantle convection


Aug 23, 2021
Siddhant Agarwal, Nicola Tosi, Pan Kessel, Doris Breuer, Grégoire Montavon


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Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation


Oct 24, 2020
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren

* 13 pages, 9 figures 

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Poisoned classifiers are not only backdoored, they are fundamentally broken


Oct 18, 2020
Mingjie Sun, Siddhant Agarwal, J. Zico Kolter


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