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A simple illustration of interleaved learning using Kalman filter for linear least squares. | LitMetric

A simple illustration of interleaved learning using Kalman filter for linear least squares.

Results Appl Math

Department of Mathematics, Hofstra University, Hempstead, NY, USA.

Published: November 2023

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.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10734634PMC
http://dx.doi.org/10.1016/j.rinam.2023.100409DOI Listing

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