GPU accelerated singular value thresholding

Matrix completion (MC) is widely used in machine learning and signal processing to fill in the missing data of an incomplete observation matrix. Singular value thresholding (SVT) is one of the most popular algorithms among numerous MC methods. A Python-based GPU-accelerated SVT software is presented...

Полное описание

Библиографические подробности
Главные авторы: Li, X, Adámek, K, Armour, W
Формат: Journal article
Язык:English
Опубликовано: Elsevier 2023