Sharma, Abhishek

Matrix Decomposition on Graphs: A Functional View

2020 · HAL (Le Centre pour la Communication Scientifique Directe)

We propose a functional view of matrix decomposition problems on graphs such as geometricmatrix completion and graph regularized dimensionality reduction. Our unifyingframework is based on a key idea that using reduced basis to represent a …