Florent Krzakala
Scholar

Florent Krzakala

Google Scholar ID: 3jDeUlMAAAAJ
École polytechnique fédérale de Lausanne
Statistical MechanicsStatisticsMachine LearningInformation theorySpin Glasses
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Citations & Impact
All-time
Citations
10,574
 
H-index
56
 
i10-index
153
 
Publications
20
 
Co-authors
165
list available
Contact
Emailflorent.krzakala@epfl.chCVOpen ↗TwitterOpen ↗GitHubOpen ↗
Publications
22 items
A Noise Sensitivity Exponent Controls Large Statistical-to-Computational Gaps in Single- and Multi-Index Models
2026
Cited
0
ColBERT-Zero: To Pre-train Or Not To Pre-train ColBERT models
2026
Cited
0
Deep Learning of Compositional Targets with Hierarchical Spectral Methods
2026
Cited
0
Optimal scaling laws in learning hierarchical multi-index models
2026
Cited
0
Provable Learning of Random Hierarchy Models and Hierarchical Shallow-to-Deep Chaining
2026
Cited
0
Inductive Bias and Spectral Properties of Single-Head Attention in High Dimensions
2025
Cited
0
Scaling Laws and Spectra of Shallow Neural Networks in the Feature Learning Regime
2025
Cited
0
Computational Thresholds in Multi-Modal Learning via the Spiked Matrix-Tensor Model
2025
Cited
0
Resume (English only)
Co-authors
165 total
Lenka Zdeborová
Lenka Zdeborová
EPFL, Switzerland
Bruno Loureiro
Bruno Loureiro
École Normale Supérieure & CNRS
Marc Mezard
Marc Mezard
Bocconi University Milano
Sylvain Gigan
Sylvain Gigan
Professor, Sorbonne Université / Lab. Kastler-Brossel / CNRS / Ecole Normale Supérieure
Jean Barbier
Jean Barbier
Associate Professor, International Center for Theoretical Physics
Co-author 6
Co-author 6
Nicolas Macris
Nicolas Macris
Ecole Polytechnique Federale Lausanne
Hugo Cui
Hugo Cui
Postdoctoral fellow, Harvard CMSA