Blar i Publikasjoner fra CRIStin på tidsskrift "IEEE Signal Processing Letters"
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Online Edge Flow Imputation on Networks
(Peer reviewed; Journal article, 2022)An online algorithm for missing data imputation for networks with signals defined on the edges is presented. Leveraging the prior knowledge intrinsic to real-world networks, we propose a bi-level optimization scheme that ... -
An Online Multiple Kernel Parallelizable Learning Scheme
(Journal article; Peer reviewed, 2023)The performance of reproducing kernel Hilbert space-based methods is known to be sensitive to the choice of the reproducing kernel. Choosing an adequate reproducing kernel can be challenging and computationally demanding, ...