Nearly maximally predictive features and their dimensions

Scientific explanation often requires inferring maximally predictive features from a given data set. Unfortunately, the collection of minimal maximally predictive features for most stochastic processes is uncountably infinite. In such cases, one compromises and instead seeks nearly maximally predict...

Full description

Bibliographic Details
Main Authors: Marzen, Sarah E. (Contributor), Crutchfield, James P. (Author)
Other Authors: Massachusetts Institute of Technology. Department of Physics (Contributor)
Format: Article
Language:English
Published: American Physical Society, 2017-05-26T13:41:49Z.
Subjects:
Online Access:Get fulltext

Similar Items