Low-rank approximation of parameter-dependent matrices via CUR decomposition

A low-rank approximation of a parameter-dependent matrix A(t) is an important task in the computational sciences appearing for example in dynamical systems and compression of a series of images. In this work, we introduce AdaCUR, an efficient algorithm for computing a low-rank approximation of param...

সম্পূর্ণ বিবরণ

গ্রন্থ-পঞ্জীর বিবরন
প্রধান লেখক: Park, T, Nakatsukasa, Y
বিন্যাস: Journal article
ভাষা:English
প্রকাশিত: Society for Industrial and Applied Mathematics 2025