Scholar
Louis Béthune
Google Scholar ID: 1zvpCDcAAAAJ
Apple Machine Learning Research
Citations & Impact
Citations
583
H-index
11
i10-index
12
Publications
20
Co-authors
74
list available
Publications
Resume (English only)
Academic Achievements
- Published 'DP-SGD Without Clipping: the Lipschitz neural network way' at ICLR 2024
- Published 'Robust One-Class Classification with signed distance function using 1-Lipschitz neural networks' at ICML 2023
- Two papers accepted at NeurIPS 2023: 'On the explainable properties of 1-Lipschitz Neural Networks: an optimal transport perspective' and 'A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation'
- Published 'CRAFT: Concept Recursive Activation FacTorization for Explainability' at CVPR 2023
- Published 'Gaussian Processes on Distributions based on regularized optimal transport' at AISTATS 2023
- Published 'Pay attention to your loss: understanding misconceptions about Lipschitz neural networks' at NeurIPS 2022
- Multiple preprints and collaborative papers in journals such as MDPI
