SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting

Yitian Zhang; Liheng Ma; Antonios Valkanas; Boris N. Oreshkin; Mark Coates

2025 ICML ICML 2025

SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Yitian Zhang, Liheng Ma, Antonios Valkanas, Boris N. Oreshkin, Mark Coates

Topics

Machine Learning > Core Methods > Representation Learning Deep Learning > Architectures > Neural Networks

Keywords

spectral decomposition linear rnn multi-layer perceptron koopman operator measurement functions structured koopman

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