Quasi-Newton method for sparse matrix factorization with frobenius norm regularization
This paper considers quasi-Newton method for sparse matrix factorization (SMF) that incorporates Frobenius norm regularization to control overfitting and enhance generalization in data-driven applications. Sparse matrix factorization seeks to decompose a matrix into 2 matrices while promoting sparsi...
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Persatuan Sains Matematik Malaysia
2024
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/120306/ http://psasir.upm.edu.my/id/eprint/120306/1/120306.pdf |