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A simple illustration of interleaved learning using Kalman filter for linear least squares
- Source :
- Results in Applied Mathematics, Vol 20, Iss , Pp 100409- (2023)
- Publication Year :
- 2023
- Publisher :
- Elsevier, 2023.
-
Abstract
- Interleaved learning in machine learning algorithms is a biologically inspired training method with promising results. In this short note, we illustrate the interleaving mechanism via a simple statistical and optimization framework based on Kalman Filter for Linear Least Squares.
- Subjects :
- Interleaved learning
Kalman filter
Linear least squares
Mathematics
QA1-939
Subjects
Details
- Language :
- English
- ISSN :
- 25900374
- Volume :
- 20
- Issue :
- 100409-
- Database :
- Directory of Open Access Journals
- Journal :
- Results in Applied Mathematics
- Publication Type :
- Academic Journal
- Accession number :
- edsdoj.2b7349f934ba4467b23a6fe72278c288
- Document Type :
- article
- Full Text :
- https://doi.org/10.1016/j.rinam.2023.100409