निरुपम गुप्ता / Nirupam Gupta

I am an (TT) Assistant Professor in the ML Section of the Department of Computer Science at University of Copenhagen (DIKU). My contact information can be found on my CV.

Research. I work primarily on distributed machine learning (a.k.a. federated learning) algorithms, focusing on the challenges of robustness, privacy and fairness. Updated list of my publications can be found on my DBLP page. To learn about the basics of robustness in the context of distributed learning, check out my latest book Robust Machine Learning: Distributed Methods for Safe AI.

Teaching. I am teaching Privacy in Machine Learning (PriMaL) and Machine Learning B (MLB) at DIKU, in the academic year 2024-2025. Both these courses are offered in a hybrid format, and support fully remote participation. For more details, check out this website for ML courses at DIKU.

"Nothing is harder, yet nothing is more necessary, than to speak of certain things whose existence is neither demonstrable nor probable. ..."
- Hermann Hesse (The Glass Bead Game)

This page was last updated on Feb. 12, 2025.