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07/04/2023
Scalable variable selection for two-view learning tasks with projection operators
In this paper we propose a novel variable selection method for two-view ...
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08/27/2021
Learning primal-dual sparse kernel machines
Traditionally, kernel methods rely on the representer theorem which stat...
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01/14/2021
Entangled Kernels – Beyond Separability
We consider the problem of operator-valued kernel learning and investiga...
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07/02/2020
Partial Trace Regression and Low-Rank Kraus Decomposition
The trace regression model, a direct extension of the well-studied linea...
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10/14/2019
Kernel transfer over multiple views for missing data completion
We consider the kernel completion problem with the presence of multiple ...
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03/21/2018