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When Differential Privacy Meets Interpretability: A Case Study

Jun 25, 2021
Rakshit Naidu, Aman Priyanshu, Aadith Kumar, Sasikanth Kotti, Haofan Wang, Fatemehsadat Mireshghallah

* 4 pages, 7 figures; Extended abstract presented at RCV-CVPR'21 

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DP-SGD vs PATE: Which Has Less Disparate Impact on Model Accuracy?

Jun 22, 2021
Archit Uniyal, Rakshit Naidu, Sasikanth Kotti, Sahib Singh, Patrik Joslin Kenfack, Fatemehsadat Mireshghallah, Andrew Trask

* 4 pages, 3 images 

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Benchmarking Differentially Private Residual Networks for Medical Imagery

Jun 28, 2020
Sahib Singh, Harshvardhan Sikka, Sasikanth Kotti, Andrew Trask

* 5 Pages, 3 Figures 

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