Hello! I'm Anton. I'm interested in all things probability, statistics, and machine learning.
Currently, I'm a Math MSc. Student at University of Toronto, supervised by Prof. Vardan Papyan.
Let's keep in touch!
asugolov[at]gmail[dot]com
Transformer Block Coupling and its Correlation with Generalization in LLMs
Aubry, M.* Meng, H.* Sugolov, A.* Papyan, V.
ICLR 2025. *Equal contribution
Statistical learning of large-scale genetic data:
How to run a genome-wide association study of gene-expression data using the 1000 Genomes Project
Sugolov, A.* Emmenegger, E.* Paterson, A.D. Sun, L.
Statistics in Biosciences. *Equal contribution