Scholar

Gérard Biau

Google Scholar ID: WiW_7VkAAAAJ

Professor, Sorbonne University, Paris

StatisticsStatistical LearningMachine LearningMathematics

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Citations & Impact

All-time

Citations

13,546

H-index

41

i10-index

68

Publications

20

Co-authors

0

Contact

No contact links provided.

Publications

6 items

A Geometry-Aware Residual Correction of Hagan's SABR Implied Volatility Formula

2026

Cited

0

Optimal Stopping in Latent Diffusion Models

2025

Cited

0

Fast kernel methods: Sobolev, physics-informed, and additive models

2025

Cited

0

Forecasting time series with constraints

2025

Cited

0

Taking a Big Step: Large Learning Rates in Denoising Score Matching Prevent Memorization

2025

Cited

0

Attention layers provably solve single-location regression

arXiv.org · 2024

Cited

1

Resume (English only)

Co-authors

0 total

Co-authors: 0 (list not available)