Alim Gumran

About

I'm a Master's student in computer science at École normale supérieure de Lyon, France. I study generative models and reinforcement learning. I also hold a mathematics degree from Nazarbayev University, Kazakhstan, and I have worked in the industry as a computer vision engineer.

Publications

Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders

Charles O'Neill, Alim Gumran, David Klindt
ICML 2025
arXiv

Concordance-Based Assessment of Drug-Target Affinity Model Generalizability for Natural Products

Alim Gumran, Aruzhan Sabyrbek, Daria Gole, Arman Bolatov, Zhanbolat Nurbayev, Madina Sultanova, Siamac Fazli
ICBBT 2025