Vinith Suriyakumar

MS student

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Research Interests

Differential Privacy Cryptography Algorithmic Fairness Uncertainty Quantification Healthcare Social Inequality AI Ethics

Papers

1. Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings
   Vinith Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi
   In Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency

   Paper BibTeX

   @inproceedings{vinith2021chasing,
     author = {Suriyakumar, Vinith and Papernot, Nicolas and Goldenberg, Anna and Ghassemi, Marzyeh},
     booktitle = {Proceedings of the 2021 ACM Conference on Fairness, Accountability, and Transparency},
     title = {Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings},
     year = {2021}
   }
   

2. The Pitfalls of Differentially Private Prediction in Healthcare
   Vinith Suriyakumar, Nicolas Papernot, Anna Goldenberg, Marzyeh Ghassemi
   

   Paper BibTeX

   @article{vinith2020the,
     author = {Suriyakumar, Vinith and Papernot, Nicolas and Goldenberg, Anna and Ghassemi, Marzyeh},
     title = {The Pitfalls of Differentially Private Prediction in Healthcare},
     year = {2020}
   }