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Sergey A. Shuvaev
Postdoc, University of Pennsylvania, University of Pennsylvania
Joined
July 2019
Names
Sergey A. Shuvaev
(Preferred)
,
Sergey Shuvaev
Emails
****@cshl.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Semantic Scholar
Career & Education History
Postdoc
University of Pennsylvania, University of Pennsylvania
(upenn.edu)
2025
–
2027
Postdoc
Cold Spring Harbor Laboratory
(cshl.edu)
2022
–
2024
PhD student
Cold Spring Harbor Laboratory
(cshl.edu)
2015
–
2021
MS student
Moscow Institute of Physics and Technology
(phystech.edu)
2013
–
2015
Undergrad student
Moscow Institute of Physics and Technology
(phystech.edu)
2009
–
2013
Advisors, Relations & Conflicts
Postdoc Advisor
Bijan Pesaran
2025
–
2027
Postdoc Advisor
Eva L Dyer
2025
–
2027
PhD Advisor
Alexei Koulakov
2016
–
2025
Expertise
Foundation models
2025
–
2027
Time series
2025
–
2027
Neural signals
2025
–
2027
Safety of autonomous driving
2024
–
2025
Bayesian inference
2021
–
2025
Olfaction
2020
–
2025
POMDP
2017
–
2025
Computational neuroscience
2016
–
2025
Reinforcement learning
2017
–
2022
Publications
PRISM: A Hierarchical Multiscale Approach for Time Series Forecasting
Zihao Chen
,
Alexandre Andre
,
Wenrui Ma
,
Ian Jarratt Knight
,
Sergey A. Shuvaev
,
Eva L Dyer
Submitted to ICLR 2026
Readers:
Everyone
A scalable self-supervised method for modeling human intracranial recordings during natural behavior
Shivashriganesh P. Mahato
,
Jingyun Xiao
,
Alexandre Andre
,
Geeling Chau
,
Wenrui Ma
,
Ian Jarratt Knight
,
Duy Nguyen
,
Lawrence Jianqiao Hu
,
Bingni W Brunton
,
Michael S. Beauchamp
,
Bijan Pesaran
,
Sergey A. Shuvaev
,
Eva L Dyer
NeurIPS 2025 Workshop BrainBodyFM
Readers:
Everyone
A normative theory of social conflict
Sergey A. Shuvaev
,
Evgeny M Amelchenko
,
Dmitry Smagin
,
Natalia Kudryavtseva
,
Grigori Enikolopov
,
Alexei A. Koulakov
NeurIPS 2023 poster
Readers:
Everyone
Encoding innate ability through a genomic bottleneck
Alexei A Koulakov
,
Sergey A. Shuvaev
,
Anthony M Zador
07 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
Network cloning using DNA barcodes
Sergey A. Shuvaev
,
Batuhan Baserdem
,
Anthony M Zador
,
Alexei A Koulakov
07 May 2021
OpenReview Archive Direct Upload
Readers:
Everyone
R-learning in actor-critic model offers a biologically relevant mechanism for sequential decision-making
Sergey Shuvaev
,
Sarah Starosta
,
Duda Kvitsiani
,
Ádám Kepecs
,
Alexei A. Koulakov
2020 (modified: 04 Nov 2022)
NeurIPS 2020
Readers:
Everyone
DeepNose: Using artificial neural networks to represent the space of odorants
Ngoc B. Tran
,
Daniel R. Kepple
,
Sergey Shuvaev
,
Alexei A. Koulakov
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Representations of Sound in Deep Learning of Audio Features from Music
Sergey Shuvaev
,
Hamza Giaffar
,
Alexei A. Koulakov
2017 (modified: 17 May 2023)
CoRR 2017
Readers:
Everyone
Co-Authors
Alexandre Andre
Alexei A Koulakov
Alexei A. Koulakov
Anthony M Zador
Batuhan Baserdem
Bijan Pesaran
Bingni W Brunton
Daniel R. Kepple
Dmitry Smagin
Duda Kvitsiani
Duy Nguyen
Eva L Dyer
Evgeny M Amelchenko
Geeling Chau
Grigori Enikolopov
Hamza Giaffar
Ian Jarratt Knight
Jingyun Xiao
Lawrence Jianqiao Hu
Michael S. Beauchamp
Natalia Kudryavtseva
Ngoc B. Tran
Sarah Starosta
Shivashriganesh P. Mahato
Wenrui Ma
View all 27 co-authors