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Generative Modeling of Regular and Irregular Time Series Data via Koopman VAEs.
Ilan Naiman
N. Benjamin Erichson
Pu Ren
Michael W. Mahoney
Omri Azencot
Published in:
ICLR (2024)
Keyphrases
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generative model
data analysis
anomaly detection
modeling framework
social networks
case study
image sequences
expert systems
high dimensional
evolutionary algorithm
prior knowledge
temporal data
modeling method