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Robin Vogel
Robin Vogel
Computer Vision Engineer, ACV Auctions - Monk
Adresse e-mail validée de acvauctions.com - Page d'accueil
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Année
A probabilistic theory of supervised similarity learning for pointwise ROC curve optimization
R Vogel, A Bellet, S Clémençon
International Conference on Machine Learning, 5065-5074, 2018
212018
Learning fair scoring functions: Bipartite ranking under ROC-based fairness constraints
R Vogel, A Bellet, S Clémençon
International Conference on Artificial Intelligence and Statistics, 784-792, 2021
13*2021
Weighted empirical risk minimization: Sample selection bias correction based on importance sampling
R Vogel, M Achab, S Clémençon, C Tillier
arXiv preprint arXiv:2002.05145, 2020
6*2020
A multiclass classification approach to label ranking
R Vogel, S Clémen
International Conference on Artificial Intelligence and Statistics, 1421-1430, 2020
42020
Visual Recognition with Deep Learning from Biased Image Datasets
R Vogel, S Clémençon, P Laforgue
arXiv preprint arXiv:2109.02357, 2021
2021
Fighting Selection Bias in Statistical Learning: Application to Visual Recognition from Biased Image Databases
S Clémençon, P Laforgue, R Vogel
arXiv e-prints, arXiv: 2109.02357, 2021
2021
Similarity ranking for biometrics: theory and practice
R Vogel
Institut polytechnique de Paris, 2020
2020
Weighted Empirical Risk Minimization: Transfer Learning based on Importance Sampling
S Clémençon, R Vogel, M Achab, C Tillier
28th European Symposium on Artificial Neural Networks, Computational …, 2020
2020
Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning
R Vogel, A Bellet, S Clémençon, O Jelassi, G Papa
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2019
2019
On Tree-based Methods for Similarity Learning
S Clémençon, R Vogel
International Conference on Machine Learning, Optimization, and Data Science …, 2019
2019
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