Cross-view kernel transfer

• Published in: arXiv.org
• Main Authors: Huusari, Riikka, Capponi, Cécile, Villoutreix, Paul, Hachem Kadri
• Format: Paper Journal Article
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 31.05.2022
• Subjects: Computer Science - Learning; Datasets; Digits; Fruit flies; Kernels; Missing data; Multivariate analysis; Statistics - Machine Learning

We consider the kernel completion problem with the presence of multiple views in the data. In this context the data samples can be fully missing in some views, creating missing columns and rows to the kernel matrices that are calculated individually for each view. We propose to solve the problem of...