Scholar
Grégoire Sergeant-Perthuis
Google Scholar ID: T6Hx1ZgAAAAJ
LCQB (Sorbonne Université) & collaborator Ouragan (Inria)
Algebraic Topology
Statistical mechanics
Belief Propagation
Geometric Deep learning
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Citations & Impact
All-time
Citations
261
H-index
9
i10-index
7
Publications
20
Co-authors
0
Publications
3 items
Exact Algebraic Computation of Learning Coefficients for Two-Dimensional Singular Models
2026
Cited
0
Implementation of reinforcement learning in chemical reaction networks: application to phototaxis as curiosity-driven exploration
2026
Cited
0
Minima and Critical Points of the Bethe Free Energy Are Invariant Under Deformation Retractions of Factor Graphs
2025
Cited
0
