Quantum Algorithms for the Pathwise Lasso
We present a novel quantum high-dimensional linear regression algorithm with an $\ell_1$-penalty based on the classical LARS (Least Angle Regression) pathwise algorithm. Similarly to available classical algorithms for Lasso, our quantum algorithm provides the full regularisation path as the penalty...
Saved in:
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Verein zur Förderung des Open Access Publizierens in den Quantenwissenschaften
2025-03-01
|
| Series: | Quantum |
| Online Access: | https://quantum-journal.org/papers/q-2025-03-25-1674/pdf/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|