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Riikka Huusari
Riikka Huusari
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Titel
Zitiert von
Zitiert von
Jahr
Multi-view metric learning in vector-valued kernel spaces
R Huusari, H Kadri, C Capponi
International Conference on Artificial Intelligence and Statistics, 415-424, 2018
192018
Entangled kernels-beyond separability
R Huusari, H Kadri
Journal of Machine Learning Research 22 (24), 1-40, 2021
102021
Partial trace regression and low-rank kraus decomposition
H Kadri, S Ayache, R Huusari, A Rakotomamonjy, R Liva
International Conference on Machine Learning, 5031-5041, 2020
72020
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
52022
Entangled kernels
R Huusari, H Kadri
International Joint Conference of Artificial Intelligence, 2578-2584, 2019
52019
Learning primal-dual sparse kernel machines
R Huusari, S Bhadra, C Capponi, H Kadri, J Rousu
arXiv preprint arXiv:2108.12199, 2021
22021
Kernel transfer over multiple views for missing data completion
R Huusari, C Capponi, P Villoutreix, H Kadri
arXiv e-prints, arXiv: 1910.05964, 2019
22019
Cross-View kernel transfer
R Huusari, C Capponi, P Villoutreix, H Kadri
Pattern Recognition 129, 108759, 2022
12022
General Framework for Multi-View Metric Learning
R Huusari, H Kadri, C Capponi
Linking and Mining Heterogeneous and Multi-view Data, 265-294, 2019
12019
Predicting drug combination response surfaces
R Huusari, T Wang, S Szedmak, T Aittokallio, J Rousu
bioRxiv, 2024.04. 03.586729, 2024
2024
Scalable variable selection for two-view learning tasks with projection operators
S Szedmak, R Huusari, TH Duong Le, J Rousu
Machine Learning, 1-20, 2023
2023
Kernel learning for structured data: a study on learning operator-and scalar-valued kernels for multi-view and multi-task learning problems
R Huusari
Aix-Marseille, 2019
2019
Apprentissage multi-vues pour la complétion transmodale de matrices de noyaux
R Huusari, C Capponi, H Kadri, P Villoutreix
Conférence sur l'Apprentissage Automatique, 2019
2019
Intrication et noyaux à valeurs opérateurs
R Huusari, H Kadri
Conférence sur l'apprentissage automatique, 2018
2018
Support Vector Machine Framework for Multi-View Metric Learning
R Huusari, H Kadri, C Capponi
50e Journées de Statistique de la Société Française de Statistique, 2018
2018
Noyaux à valeurs opérateurs et apprentissage de métriques multi-vues
R Huusari, H Kadri, C Capponi
Conférence sur l'Apprentissage automatique (CAp), 2017
2017
Automatic identification of land cover types from satellite data with machine learning techniques
R Huusari
Helsingfors universitet, 2016
2016
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