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Léo Andéol
Léo Andéol
Institut de Mathématiques de Toulouse / SNCF
Adresse e-mail validée de math.univ-toulouse.fr - Page d'accueil
Titre
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Année
A Holistic Approach to Unifying Automatic Concept Extraction and Concept Importance Estimation
T Fel, V Boutin, M Moayeri, R Cadène, L Bethune, L Andéol, M Chalvidal, ...
arXiv preprint arXiv:2306.07304, 2023
382023
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling
L Andéol, T Fel, F De Grancey, L Mossina
Conformal and Probabilistic Prediction with Applications, 36-55, 2023
9*2023
Learning domain invariant representations by joint Wasserstein distance minimization
L Andéol, Y Kawakami, Y Wada, T Kanamori, KR Müller, G Montavon
Neural Networks, 2023
72023
Conformal prediction for trustworthy detection of railway signals
L Andéol, T Fel, F de Grancey, L Mossina
AI and Ethics 4 (1), 157-161, 2024
6*2024
Spectral embedded deep clustering
Y Wada, S Miyamoto, T Nakagama, L Andéol, W Kumagai, T Kanamori
Entropy 21 (8), 795, 2019
52019
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty
L Mossina, J Dalmau, L Andéol
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
42024
Towards Understanding the Mechanism of Contrastive Learning via Similarity Structure: A Theoretical Analysis
H Waida, Y Wada, L Andéol, T Nakagawa, Y Zhang, T Kanamori
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2023
4*2023
Saliency strikes back: How filtering out high frequencies improves white-box explanations
S Muzellec, T Fel, V Boutin, L Andéol, R Van-Rullen, T Serre
International Conference on Machine Learning (ICML), 2024
3*2024
Efficient Robust Conformal Prediction via Lipschitz-Bounded Networks
T Massena, L Andéol, T Boissin, C Friedrich, F Mamalet, M Serrurier, ...
2025
Out-of-Distribution Detection Should Use Conformal Prediction (and Vice-versa?)
P Novello, J Dalmau, L Andeol
arXiv preprint arXiv:2403.11532, 2024
2024
Graph Kernels and Support Vector Machines for Pattern Recognition
L Andéol
2019
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Articles 1–11