Rishav Chourasia

Privacy and Trustworthy ML lab.

AI Research Lab 3B,

University Town,

2 College Avenue West,

Stephen Riady, #01-02,

Singapore 138607.

I am a 2nd-year Ph.D. student at NUS School of Computing and am very fortunate to be advised by Dr. Reza Shokri. Before that, I worked at Amazon India as a Software Development Engineer with Transaction Risk Management team. Prior, I earned my Bachelor’s degree in Computer Science and Engineering from Indian Institute of Technology, Guwahati.

Currently, I am working on Differentially Private Machine Learning algorithms and developing privacy analysis tools for auditing ML models.

news

Sep 28, 2021 Our paper on Differential Privacy Dynamics of Langevin Diffusionand Noisy Gradient Descent got accepted as spotlight at NeurIPS, 2021 (among 3% of submissions).
Jan 22, 2021 Updated my blog on Differential Privacy in ML!

selected publications

  1. NeurIPS 2021
    Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient Descent
    Chourasia, Rishav, Ye, Jiayuan, and Shokri, Reza
    In Advances in Neural Information Processing Systems 2021