Explore the algorithm behind multi-way analysis in this 22-minute video from the Chemometrics & Machine Learning in Copenhagen series. Dive into the alternating least squares method used in PARAFAC modeling. Learn about the notation, potential problems, and alternative approaches for multi-way data analysis. Gain insights into tensor modeling techniques commonly applied in chemometrics and machine learning.
Overview
Syllabus
Introduction
Notation
The algorithm
Problems
Other options
Taught by
Chemometrics & Machine Learning in Copenhagen
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