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Entangled Kernels – Beyond Separability
We consider the problem of operator-valued kernel learning and investiga...
01/14/2021 ∙ by Riikka Huusari, et al. ∙
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Partial Trace Regression and Low-Rank Kraus Decomposition
The trace regression model, a direct extension of the well-studied linea...
07/02/2020 ∙ by Hachem Kadri, et al. ∙
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Kernel transfer over multiple views for missing data completion
We consider the kernel completion problem with the presence of multiple ...
10/14/2019 ∙ by Riikka Huusari, et al. ∙
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Multi-view Metric Learning in Vector-valued Kernel Spaces
We consider the problem of metric learning for multi-view data and prese...
03/21/2018 ∙ by Riikka Huusari, et al. ∙
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