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 | 19 | 2018 |
Entangled kernels-beyond separability R Huusari, H Kadri Journal of Machine Learning Research 22 (24), 1-40, 2021 | 10 | 2021 |
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 | 7 | 2020 |
Entangled kernels R Huusari, H Kadri International Joint Conference of Artificial Intelligence, 2578-2584, 2019 | 5 | 2019 |
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 | 4 | 2022 |
Learning primal-dual sparse kernel machines R Huusari, S Bhadra, C Capponi, H Kadri, J Rousu arXiv preprint arXiv:2108.12199, 2021 | 2 | 2021 |
Kernel transfer over multiple views for missing data completion R Huusari, C Capponi, P Villoutreix, H Kadri arXiv e-prints, arXiv: 1910.05964, 2019 | 2 | 2019 |
Cross-View kernel transfer R Huusari, C Capponi, P Villoutreix, H Kadri Pattern Recognition 129, 108759, 2022 | 1 | 2022 |
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 |
General Framework for Multi-View Metric Learning R Huusari, H Kadri, C Capponi Linking and Mining Heterogeneous and Multi-view Data, 265-294, 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 |