Serguei Barannikov

Skolkovo Institute of Science and Technology

  • Joined September 2019

Names

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

Emails

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

Education & Career History

Leading Research Scientist
Skolkovo Institute of Science and Technology (skoltech.ru)
2019Present
 
Researcher
CNRS, Institut Mathematiques de Jussieu, Paris Diderot University (imj-prg.fr)
2010Present
 
Researcher
Ecole Normale Supérieure, CNRS, UMR8556 (math.ens.fr)
19992010
 
Visiting researcher
Institut des Hautes Etudes Scientifiques (ihes.fr)
19961999
 
PhD student
University of California Berkeley (berkeley.edu)
19941999
 

Advisors, Relations & Conflicts

PhD Advisor
19951999
 

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