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error dead-zone covariance skipping

technology1 mentionslast seen Sep 16, 2026

A novel strategy proposed to prevent covariance explosion in recursive Koopman learning.

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Covariance-Regulated Recursive Koopman Learningcomposed oferror dead-zone covariance skipping85% confidence1 source

error dead-zone covariance skipping

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Covariance-Regulated Recursive Koopman Learningcomposed oferror dead-zone covariance skipping

85% confidence1 supporting mentions

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preprintarXivSep 12, 2026Covariance-Regulated Recursive Koopman Learning for Nonlinear Systems with Uncertain Time-Varying Dynamics
we propose a novel error dead-zone covariance skipping strategy, along with adaptations of constant-trace normalization and directional forgetting to the Koopman-specific setting