Dimensionality Reduction of Dynamics on Lie Manifolds via Structure-Aware Canonical Correlation Analysis
This article discusses incorporating prior knowledge into data-driven modeling to improve performance, reliability, and generalization. It focuses on the use of manifolds, particularly Lie Manifolds, for modeling finite dimensions and…
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