Alim Gumran

I am a machine learning researcher currently studying reinforcement learning at AI Safety Camp. Previously, I worked as an ML engineer in the industry, focusing on image and video processing. I will soon begin my Master's in Computer Science at École normale supérieure de Lyon after completing my Bachelor's in Mathematics at Nazarbayev University.

Research projects

Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders

Charles O'Neill, Alim Gumran, David Klindt
arXiv. Under review.

Scalable Soft Optimization

Benjamin Kolb, Alim Gumran, Jonathan Bostock, Ammar Shaikh, Abhay Mathur
Proposal. In progress.

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
Under review.