Alim Gumran

About

I'm an ML researcher and engineer currently studying reinforcement learning and interpretability. I'm about to start my CS Master's at École normale supérieure de Lyon, France. I also hold a mathematics degree from Nazarbayev University, Kazakhstan.

Publications

Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders

Charles O'Neill, Alim Gumran, David Klindt
Accepted to 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
Interational Conference on Bioinformatics and Biomedical Technology 2025