Serguei Barannikov
Scholar

Serguei Barannikov

Google Scholar ID: -soT8KcAAAAJ
Unknown affiliation
Machine LearningTopologyGeometryMathematical Physics
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Citations & Impact
All-time
Citations
777
 
H-index
11
 
i10-index
16
 
Publications
20
 
Co-authors
10
list available
Contact
No contact links provided.
Publications
5 items
The Density of Cross-Persistence Diagrams and Its Applications
2026
Cited
0
Edge-wise Topological Divergence Gaps: Guiding Search in Combinatorial Optimization
2025
Cited
0
Hallucination Detection in LLMs via Topological Divergence on Attention Graphs
2025
Cited
0
RTD-Lite: Scalable Topological Analysis for Comparing Weighted Graphs in Learning Tasks
2025
Cited
0
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
2025
Cited
0
Resume (English only)
Co-authors
10 total
Evgeny Burnaev
Evgeny Burnaev
Skoltech, Full Professor, Head of AI center, Head of research group, AIRI
Kristian Kuznetsov
Kristian Kuznetsov
Applied AI Institute
Alexander Korotin
Alexander Korotin
Skoltech, AIRI
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Alexander V. Bernstein
Alexander V. Bernstein
Skolkovo Institute of Science and Technology