Unified Transfer Learning Models in High-Dimensional Linear Regression

no code implementations • 1 Jul 2023 • Shuo Shuo Liu

More specifically, we establish the estimation error bounds and prove that our bounds are lower than those with target data only.

regression Transfer Learning

Adaptive Weighted Multi-View Clustering

no code implementations • 25 Oct 2021 • Shuo Shuo Liu, Lin Lin

Learning multi-view data is an emerging problem in machine learning research, and nonnegative matrix factorization (NMF) is a popular dimensionality-reduction method for integrating information from multiple views.

Clustering Dimensionality Reduction