Achieving Occam's razor: Deep learning for optimal model reduction.

Achieving Occam's razor: Deep learning for optimal model reduction.

All fields of science depend on mathematical models. Occam's razor refers to the principle that good models should exclude parameters beyond those minimally required to describe the systems they represent. This is because redundancy can lead to incorrect estimates of model parameters from data,...

Full description

Bibliographic Details
Main Authors: Botond B Antal, Anthony G Chesebro, Helmut H Strey, Lilianne R Mujica-Parodi, Corey Weistuch
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-07-01
Series:PLoS Computational Biology
Online Access:https://doi.org/10.1371/journal.pcbi.1012283

Internet

https://doi.org/10.1371/journal.pcbi.1012283

Similar Items