Charles O'Neill*, Alim Gumran*, David Klindt*
ICML 2025
arXiv
About
I'm a Master's student in computer science at École normale supérieure de Lyon. My previous projects have been focused on AI safety, interpretability, and AI for biomedical data. I hold a mathematics degree from Nazarbayev University and have worked as an ML engineer in industry on real-time vision tasks like detection and OCR. You can find more details in my resume.
Publications
* - indicates equal contribution
Compute Optimal Inference and Provable Amortisation Gap in Sparse Autoencoders
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