David Vigouroux

Identifiers

• name variant David Vigouroux 0.60 · backfill

Papers (11)

1. Deep Sturm--Liouville: From Sample-Based to 1D Regularization with Learnable Orthogonal Basis Functions cs.LG · 2025 · author #1
2. How to design a dataset compliant with an ML-based system ODD? cs.AI · 2024 · author #11
3. DP-SGD Without Clipping: The Lipschitz Neural Network Way cs.LG · 2023 · author #9
4. CRAFT: Concept Recursive Activation FacTorization for Explainability cs.CV · 2022 · author #5
5. Efficient circuit implementation for coined quantum walks on binary trees and application to reinforcement learning cs.ET · 2022 · author #2
6. Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure cs.CV · 2022 · author #3
7. Xplique: A Deep Learning Explainability Toolbox cs.LG · 2022 · author #3
8. Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis cs.CV · 2022 · author #3
9. Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis cs.CV · 2021 · author #5
10. How Good is your Explanation? Algorithmic Stability Measures to Assess the Quality of Explanations for Deep Neural Networks cs.LG · 2020 · author #2
11. FUNN: Flexible Unsupervised Neural Network cs.LG · 2018 · author #1

Mentions

• 2504.07151 #1 · arxiv_oai · confidence 0.70 David Vigouroux
• 2406.14027 #11 · arxiv_oai · confidence 0.70 David Vigouroux
• 2305.16202 #9 · arxiv_oai · confidence 0.70 David Vigouroux
• 2211.10154 #5 · arxiv_oai · confidence 0.70 David Vigouroux
• 2202.07728 #3 · arxiv_oai · confidence 0.70 David Vigouroux
• 2210.06784 #2 · arxiv_oai · confidence 0.70 David Vigouroux
• 2206.06219 #3 · arxiv_oai · confidence 0.70 David Vigouroux
• 2206.04394 #3 · arxiv_oai · confidence 0.70 David Vigouroux
• 2111.04138 #5 · arxiv_oai · confidence 0.70 David Vigouroux
• 2009.04521 #2 · arxiv_oai · confidence 0.70 David Vigouroux
• 1811.01749 #1 · arxiv_oai · confidence 0.70 David Vigouroux

Frequent Coauthors

• Thomas Fel 5 shared papers
• Louis Bethune 4 shared papers
• Thomas Serre 4 shared papers
• Remi Cadene 3 shared papers
• Thibaut Boissin 3 shared papers
• Agustin Picard 2 shared papers
• Claire Nicodeme 2 shared papers
• Franck Mamalet 2 shared papers
• Julien Colin 2 shared papers
• Laurent Gardes 2 shared papers
• Mathieu Chalvidal 2 shared papers
• R\'emi Cad\`ene 2 shared papers
• Adrien Gauffriau 1 shared papers
• Antonin Poche 1 shared papers
• Aurelien Bellet 1 shared papers
• Christophe Gabreau 1 shared papers
• Claire Pagetti 1 shared papers
• Corentin Friedrich 1 shared papers
• Cyril Cappi 1 shared papers
• Gregory Flandin 1 shared papers