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David Vigouroux

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 4:51 AM AMS

6

papers

359

total citations

papers (6)

CRAFT: Concept Recursive Activation FacTorization for Explainability

Look at the Variance! Efficient Black-box Explanations with Sobol-based Sensitivity Analysis

NEURIPS 2021arXiv

Don't Lie to Me! Robust and Efficient Explainability With Verified Perturbation Analysis

Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure

NEURIPS 2022arXiv

DP-SGD Without Clipping: The Lipschitz Neural Network Way

Follow the Energy, Find the Path: Riemannian Metrics from Energy-Based Models

NEURIPS 2025arXiv