AI Research Lab 3B,
2 College Avenue West,
Stephen Riady, #01-02,
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.
|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!|
- NeurIPS 2021Differential Privacy Dynamics of Langevin Diffusion and Noisy Gradient DescentIn Advances in Neural Information Processing Systems 2021