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Estimating Predictive Rate–Distortion Curves via Neural Variational Inference

The Predictive Rate–Distortion curve quantifies the trade-off between compressing information about the past of a stochastic process and predicting its future accurately. Existing estimation methods for this curve work by clustering finite sequences of observations or by utilizing analytically known...

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Detalles Bibliográficos
Autores principales: Hahn, Michael, Futrell, Richard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7515133/
https://www.ncbi.nlm.nih.gov/pubmed/33267354
http://dx.doi.org/10.3390/e21070640