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

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

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.

Bibliographic Details
Main Authors: Majnu John, Yihren Wu
Format: Article
Language:English
Published: Elsevier 2023-11-01
Series:Results in Applied Mathematics
Subjects:
Interleaved learning
Kalman filter
Linear least squares
Online Access:http://www.sciencedirect.com/science/article/pii/S2590037423000559

Internet

http://www.sciencedirect.com/science/article/pii/S2590037423000559

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