Sergey Bartunov (Preferred)
Sergey Bartunov
Researcher, Isomorphic Labs
Joined
November 2016
Names
Emails
****@gmail.com (Confirmed)
****@google.com (Confirmed)
****@charmtx.com (Confirmed)
Personal Links
Career & Education History
Researcher
Isomorphic Labs (isomoprhiclabs.com)
2023 – Present
Researcher
Charm Therapeutics (charmtx.com)
2022 – 2023
Research Scientist
DeepMind (google.com)
2016 – 2022
Teaching staff
National Research University Higher School of Economics (HSE) (hse.ru)
2015 – 2016
Advisors, Relations & Conflicts
Expertise
machine learning for drug discovery
2021 – Present
machine learning for biology
2021 – Present
generative models
2015 – Present
memory
2014 – Present
deep learning
2013 – Present
variational inference
2012 – Present
combinatorial optimization
2012 – Present
reinforcement learning
2015 – 2021
one-shot learning
2014 – 2021
non-parametric models
2013 – 2021
biologically-plausible learning
2017 – 2020
bayesian nonparametrics
2013 – 2020
Publications
Co-Authors
- Adam Santoro
- Alexander Sasha Vezhnevets
- Alireza Makhzani
- Anders Ekermo
- Anthony Brunasso
- Anton Osokin
- Blake A. Richards
- Brendan O'Donoghue
- Christian Tjandraatmadja
- Daan Wierstra
- David Lawrence
- David Silver
- Dmitry Kondrashkin
- Dmitry P. Vetrov
- Ethan Anderson Keller
- Ethan Keller
- Fabian B. Fuchs
- Fabian Bernd Fuchs
- Felix Gimeno
- Geoffrey E. Hinton
- Hado van Hasselt
- Heinrich Küttler
- Ingrid von Glehn
- Ira Ktena
- Ivan Lobov