Sokol Koço
Sokol Koço
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A boosting approach to multiview classification with cooperation
S Koço, C Capponi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2011
PAC-Bayesian generalization bound on confusion matrix for multi-class classification
E Morvant, S Koço, L Ralaivola
arXiv preprint arXiv:1202.6228, 2012
On multi-class classification through the minimization of the confusion matrix norm
S Koço, C Capponi
Asian Conference on Machine Learning, 277-292, 2013
The multi-task learning view of multimodal data
H Kadri, S Ayache, C Capponi, S Koço, FX Dupé, E Morvant
Asian Conference on Machine Learning, 261-276, 2013
Applying multiview learning algorithms to human-human conversation classification
S Koço, C Capponi, F Béchet
Thirteenth Annual Conference of the International Speech Communication …, 2012
Greedy methods, randomization approaches, and multiarm bandit algorithms for efficient sparsity-constrained optimization
A Rakotomamonjy, S Koço, L Ralaivola
IEEE transactions on neural networks and learning systems 28 (11), 2789-2802, 2016
Pruning random forest with orthogonal matching trees
L Giffon, C Lamothe, L Bouscarrat, P Milanesi, F Cherfaoui, S Koço
https://cap-rfiap2020. sciencesconf. org/, 2020
On multi-class learning through the minimization of the confusion matrix norm
S Koço, C Capponi
arXiv preprint arXiv:1303.4015, 2013
Toolbox for Multimodal Learn (scikit-multimodallearn)
D Benielli, B Bauvin, S Koço, R Huusari, C Capponi, H Kadri, F Laviolette
Journal of Machine Learning Research 23 (51), 1-7, 2022
Integrating and reporting full multi-view supervised learning experiments using SuMMIT
B Bauvin, J Corbeil, D Benielli, S Koço, C Capponi
Fourth International Workshop on Learning with Imbalanced Domains: Theory …, 2022
Learning from imbalanced datasets with cross-view cooperation-based ensemble methods
C Capponi, S Koço
Linking and Mining Heterogeneous and Multi-view Data, 161-182, 2019
More efficient sparsity-inducing algorithms using inexact gradient
A Rakotomamonjy, S Koço, L Ralaivola
2015 23rd European Signal Processing Conference (EUSIPCO), 709-713, 2015
Sample Boosting Algorithm (SamBA)-An interpretable greedy ensemble classifier based on local expertise for fat data
B Bauvin, C Capponi, F Clerc, P Germain, S Koço, J Corbeil
Uncertainty in Artificial Intelligence, 130-140, 2023
Multi-view Artificial Generation Engine: MAGE--Controlled data generator for multi-view learning
B Bauvin, S Koço, D Benielli, C Capponi, F Laviolette
CAp 2021-Conférence sur l'Aprentissage Auomatique, 2021
Méthodes ensembliste pour des problèmes de classification multi-vues et multi-classes avec déséquilibres
S Koco
Aix-Marseille, 2013
Sample Boosting Algorithm (SamBA)-An Interpretable Greedy Ensemble Classifier Based On Local Expertise For Fat Data (Supplementary Material)
B Bauvin, C Capponi, F Clerc, P Germain, S Koço, J Corbeil
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