Sergei Gukov

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 5

Top Topics

Statistical Learning Theory

Concept Learning

Machine Learning

Interdisciplinary Field

Top Venues

Mach. Learn. Sci. Technol.

Publications

Sergei Gukov, James Halverson, Fabian Ruehle
Rigor with Machine Learning from Field Theory to the Poincaré Conjecture. CoRR (2024)
Sergei Gukov, Rak-Kyeong Seong
Learning BPS Spectra and the Gap Conjecture. CoRR (2024)
Sergei Gukov, James Halverson, Ciprian Manolescu, Fabian Ruehle
Searching for ribbons with machine learning. CoRR (2023)
Sergei Gukov, James Halverson, Fabian Ruehle, Piotr Sulkowski
Learning to unknot. Mach. Learn. Sci. Technol. 2 (2) (2021)
Sergei Gukov, James Halverson, Fabian Ruehle, Piotr Sulkowski
Learning to Unknot. CoRR (2020)
Nathan M. Dunfield, Sergei Gukov, Jacob Rasmussen
The Superpolynomial for Knot Homologies. Exp. Math. 15 (2) (2006)