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Andrea Angino

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#machine learning Preprint Oct 2026

Norm-optimal model order reduction in reproducing kernel Hilbert spaces

We consider the problem of model order reduction (MOR) in reproducing kernel Hilbert spaces (RKHSs). We prove generalizations of well-known necessary interpolatory conditions for norm-optimal reduced-order models, originally stated for rational functions in $H_2$ Hardy-Hilbert spaces. We construct an alternative to the...

Tamás Dózsa, Andrea Angino, Rolf Krause et al. · 0 citations
#artificial intelligence Preprint Apr 2026

Protect the Brain When Treating the Heart: Feasibility of 2.5D U-Net for Real-Time Gaseous Microemboli Detection

A feasibility study based on a 2.5D U-Net architecture to detect GME in space-time connected data, resulting in improved detection of moving GMEs against the background with respect to classical spot detection algorithms and 2D U-Net, yet retaining real-time execution speed with respect to more complex deep-learning ar...

Andrea Angino, Ken Trotti, D. U. Pizzagalli et al. · 0 citations

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