Information Shapes Koopman Representation

ICLROral2026

Authors: Xiaoyuan Cheng, Wenxuan Yuan, Yiming Yang, Yuanzhao Zhang, Sibo Cheng, Yi He, Zhuo Sun
Affiliation: University College London, University of London
Venue: ICLR 2026
Track: Oral

TL;DR

Because the Koopman operator is infinite-dimensional, identifying tractable finite-dimensional subspaces is challenging. We aim to construct these subspaces through information theory.

Opening excerpt from the authors’ abstract. source

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Topics

theory

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