Serguei Barannikov (Preferred)
, Sergey A Barannikov
, Sergei Barannikov
Serguei Barannikov
Leading Research Scientist, Skolkovo Institute of Science and Technology
Researcher, CNRS, Institut Mathematiques de Jussieu, Paris Diderot University
- Joined September 2019
Names
Emails
****@imj-prg.fr (Confirmed)
, ****@skoltech.ru (Confirmed)
, ****@u-paris.fr (Confirmed)
Personal Links
Career & Education History
Leading Research Scientist
Skolkovo Institute of Science and Technology (skoltech.ru)
2019 – Present
Researcher
CNRS, Institut Mathematiques de Jussieu, Paris Diderot University (imj-prg.fr)
2010 – Present
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
Expertise
Topological data analysis
Present
Topology
Present
Persistent homology
Present
Generative Models
Present
Generative Adversarial Models
Present
Attention graphs
Present
BERT
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