Deep learning model selection of suboptimal complexity

DOI10.1134/S000511791808009XzbMath1444.62040OpenAlexW4248388389MaRDI QIDQ1616234

V. V. Strizhov, O. Yu. Bakhteev

Publication date: 1 November 2018

Published in: Automation and Remote Control (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s000511791808009x

zbMATH Keywords

classificationcomplexitymodel selectionregressionBayesian inferencevariational inferencedeep learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Nonparametric estimation (62G05) General nonlinear regression (62J02)

Related Items (1)

Probabilistic interpretation of the distillation problem

Uses Software

• UCI-ml
• MNIST
• PRMLT

Cites Work

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• Information theoretic inequalities

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