# A New Recursive Least-Squares Method with Multiple Forgetting Schemes

arXiv: https://arxiv.org/abs/1503.07338 · HTML: https://mlsanity.com/paper/1503.07338/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 25 Mar 2015.

## Built on by (most cited first, 1 of 1)

- [SAMpLE: A SystemC-AMS Machine LEarning-based Framework for Virtual Prototyping](https://mlsanity.com/paper/2608.25910/) (2026)

## Abstract (arXiv)

We propose a recursive least-squares method with multiple forgetting schemes to track time-varying model parameters which change with different rates. Our approach hinges on the reformulation of the classic recursive least-squares with forgetting scheme as a regularized least squares problem. A simulation study shows the effectiveness of the proposed method.