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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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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
28*2021
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
222018
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
9*2020
A multiclass classification approach to label ranking
R Vogel, S Clémen
International Conference on Artificial Intelligence and Statistics, 1421-1430, 2020
62020
Fighting selection bias in statistical learning: application to visual recognition from biased image databases
S Clémençon, P Laforgue, R Vogel
Journal of Nonparametric Statistics, 1-24, 2023
12023
Trade-offs in Large-Scale Distributed Tuplewise Estimation and Learning
R Vogel, A Bellet, S Clémençon, O Jelassi, G Papa
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2020
12020
Visual Recognition with Deep Learning from Biased Image Datasets
R Vogel, S Clémençon, P Laforgue
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
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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