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
38 items
CalArena: A Large-Scale Post-Hoc Calibration Benchmark
2026
Cited
0
A Spectral Framework for Closed-Form Relative Density Estimation
2026
Cited
0
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
2026
Cited
0
Explaining and Preventing Alignment Collapse in Iterative RLHF
2026
Cited
0
Differentiable latent structure discovery for interpretable forecasting in clinical time series
2026
Cited
0
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
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