Serguei Barannikov

Researcher, CNRS, Institut Mathematiques de Jussieu, Paris Diderot University
Joined
September 2019

Names

Serguei Barannikov (Preferred)
, 
Sergey A Barannikov
, 
Sergei Barannikov

Emails

****@imj-prg.fr (Confirmed)
, 
****@skoltech.ru (Confirmed)
, 
****@u-paris.fr (Confirmed)
, 
****@berkeley.edu (Confirmed)

Personal Links

Career & Education History

Researcher
CNRS, Institut Mathematiques de Jussieu, Paris Diderot University (imj-prg.fr)
2010 – Present
Researcher
Skolkovo Institute of Science and Technology (skoltech.ru)
2019 – 2025
Researcher
Ecole Normale Supérieure, CNRS, UMR8556 (math.ens.fr)
1999 – 2010
Visiting researcher
Institut des Hautes Etudes Scientifiques (ihes.fr)
1996 – 1999
PhD student
University of California Berkeley (berkeley.edu)
1994 – 1999

Advisors, Relations & Conflicts

PhD Advisor
Maxim Kontsevich
1995 – 1999

Expertise

Topological data analysis
Present
Topology
Present
Persistent homology
Present
Generative Models
Present
Generative Adversarial Models
Present
Attention graphs
Present
Representations learning
Present
Representations
Present
Disentanglement
Present
Autoencoders
Present
Variational Autoencoders
Present
Loss landscape
Present
Loss surfaces
Present
Attention mechanism
Present
Large language models
Present
Mechanistic Interpretability
Present
Travelling Salesman Problem (TSP)
Present
Reasoning
Present
Transformer models
Present
AI for Mathematics
Present

Publications

View all 41 publications

Co-Authors

View all 40 co-authors