State-space systems as dynamic generative models

A probabilistic framework to study the dependence structure induced by deterministic discrete-time state-space systems between input and output processes is introduced. General sufficient conditions are formulated under which output processes exist and are unique once an input process has been f...

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Bibliographic Details
Main Authors: Ortega, Juan-Pablo, Rossmannek, Florian
Other Authors: School of Physical and Mathematical Sciences
Format: Article
Language:English
Published: 2025
Subjects:
Online Access:https://hdl.handle.net/10356/183455
http://arxiv.org/abs/2404.08717v3
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Institution: Nanyang Technological University
Language: English