2 papers
math.ST2026
Sharp Bounds for Multiple Models in Matrix Completion
Dali Liu, Haolei Weng
In this paper, we demonstrate how a class of advanced matrix concentration inequalities, introduced in \cite{brailovskaya2024universality}, can be used to eliminate the dimensional…
stat.ML2025
Transfer Learning for Matrix Completion
Dali Liu, Haolei Weng
In this paper, we explore the knowledge transfer under the setting of matrix completion, which aims to enhance the estimation of a low-rank target matrix with auxiliary data availa…