Scholar
Francis Bach
Google Scholar ID: 6PJWcFEAAAAJ
Inria - Ecole Normale Supérieure
Machine Learning
Optimization
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Citations
31,933
H-index
87
i10-index
251
Publications
20
Co-authors
30
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Publications
43 items
Eigenvalue Calibration for Semantic Embeddings of Large Language Models
2026
Cited
0
Regularized Variational and Spectral Log-Density-Ratio Estimation in the Gaussian Location Model
2026
Cited
0
DecompRL: Solving Harder Problems by Learning Modular Code Generation
2026
Cited
0
Don't Let Gains FADE: Breaking Down Policy Gradient Weights in RL
2026
Cited
0
A Robust Optimization Approach to Sparse Principal Component Analysis
2026
Cited
0
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
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0
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Resume (English only)
Co-authors
30 total
Jean Ponce
Ecole Normale Superieure/PSL Research University
Julien Mairal
Inria - Univ. Grenoble Alpes
Michael I. Jordan
Professor of Electrical Engineering and Computer Sciences and Professor of Statistics, UC Berkeley
Rodolphe JENATTON
CTO at Bioptimus
Guillaume Obozinski
Swiss Data Science Center, EPFL & ETH Zurich
Alessandro Rudi
INRIA - École Normale Supérieure
Co-author 7
Nicolas Le Roux
McGill, UdeM
