Riikka Huusari

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Variable Selection

Kernel Machines

Top Venues

J. Mach. Learn. Res.

Publications

Sándor Szedmák, Riikka Huusari, Tat Hong Duong Le, Juho Rousu
Scalable variable selection for two-view learning tasks with projection operators. Mach. Learn. 113 (6) (2024)
Sándor Szedmák, Riikka Huusari, Tat Hong Duong Le, Juho Rousu
Scalable variable selection for two-view learning tasks with projection operators. CoRR (2023)
Dominique Benielli, Baptiste Bauvin, Sokol Koço, Riikka Huusari, Cécile Capponi, Hachem Kadri, François Laviolette
Toolbox for Multimodal Learn (scikit-multimodallearn). J. Mach. Learn. Res. 23 (2022)
Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri
Cross-View kernel transfer. Pattern Recognit. 129 (2022)
Riikka Huusari, Hachem Kadri
Entangled Kernels - Beyond Separability. CoRR (2021)
Riikka Huusari, Sahely Bhadra, Cécile Capponi, Hachem Kadri, Juho Rousu
Learning primal-dual sparse kernel machines. CoRR (2021)
Riikka Huusari, Hachem Kadri
Entangled Kernels - Beyond Separability. J. Mach. Learn. Res. 22 (2021)
Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
Partial Trace Regression and Low-Rank Kraus Decomposition. ICML (2020)
Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola
Partial Trace Regression and Low-Rank Kraus Decomposition. CoRR (2020)
Riikka Huusari, Cécile Capponi, Paul Villoutreix, Hachem Kadri
Kernel transfer over multiple views for missing data completion. CoRR (2019)
Riikka Huusari, Hachem Kadri
Entangled Kernels. IJCAI (2019)
Riikka Huusari, Hachem Kadri, Cécile Capponi
Multi-view Metric Learning in Vector-valued Kernel Spaces. CoRR (2018)
Riikka Huusari, Hachem Kadri, Cécile Capponi
Multi-view Metric Learning in Vector-valued Kernel Spaces. AISTATS (2018)