4 citations · 4 across the 2 of their papers we have counts for
2 papers
stat.ML2025
Transfer Learning for High-dimensional Reduced Rank Time Series Models
Mingliang Ma Abolfazl Safikhani
The objective of transfer learning is to enhance estimation and inference in a target data by leveraging knowledge gained from additional sources. Recent studies have explored tran…
stat.ML2022★ 4 cited
Theoretical analysis of deep neural networks for temporally dependent observations
Mingliang Ma, Abolfazl Safikhani
Deep neural networks are powerful tools to model observations over time with non-linear patterns. Despite the widespread use of neural networks in such settings, most theoretical d…