Francis Bach
Scholar

Francis Bach

Google Scholar ID: 6PJWcFEAAAAJ
Inria - Ecole Normale Supérieure
Machine LearningOptimization
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
31,933
 
H-index
87
 
i10-index
251
 
Publications
20
 
Co-authors
30
list available
Contact
CVOpen ↗
Publications
33 items
A Variational Estimator for $L_p$ Calibration Errors
2026
Cited
0
Exponential Convergence of (Stochastic) Gradient Descent for Separable Logistic Regression
2026
Cited
0
High-Dimensional Analysis of Gradient Flow for Extensive-Width Quadratic Neural Networks
2026
Cited
1
Betting on Equilibrium: Monitoring Strategic Behavior in Multi-Agent Systems
arXiv.org · 2026
Cited
0
A Convex Loss Function for Set Prediction with Optimal Trade-offs Between Size and Conditional Coverage
2025
Cited
0
Conditional Coverage Diagnostics for Conformal Prediction
2025
Cited
0
Structured Matrix Scaling for Multi-Class Calibration
2025
Cited
0
Kernel Learning with Adversarial Features: Numerical Efficiency and Adaptive Regularization
2025
Cited
0
Resume (English only)
Co-authors
30 total
Jean Ponce
Jean Ponce
Ecole Normale Superieure/PSL Research University
Julien Mairal
Julien Mairal
Inria - Univ. Grenoble Alpes
Michael I. Jordan
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Rodolphe JENATTON
Rodolphe JENATTON
CTO at Bioptimus
Guillaume Obozinski
Guillaume Obozinski
Swiss Data Science Center, EPFL & ETH Zurich
Alessandro Rudi
Alessandro Rudi
INRIA - École Normale Supérieure
Co-author 7
Co-author 7
Nicolas Le Roux
Nicolas Le Roux
McGill, UdeM