On the S-instability and degeneracy of discrete deep learning models

DOI10.1093/imaiai/iaz022zbMath1471.62391arXiv1612.01159OpenAlexW3098643088WikidataQ127357780 ScholiaQ127357780MaRDI QIDQ5006533

Daniel J. Nordman, Stephen B. Vardeman, Andee Kaplan

Publication date: 16 August 2021

Published in: Information and Inference: A Journal of the IMA (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1612.01159

zbMATH Keywords

classificationinstabilitydegeneracygraphical modelsdeep learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Probabilistic graphical models (62H22)

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