The information complexity of learning tasks, their structure and their distance

DOI10.1093/imaiai/iaaa033OpenAlexW3120793360MaRDI QIDQ5006482

Glen Bigan Mbeng, Alessandro Achille, Giovanni Paolini, Stefano Soatto

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/1904.03292

zbMATH Keywords

Kolmogorov complexityinformation theorydeep learningtask structuretask distance

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Algorithmic information theory (Kolmogorov complexity, etc.) (68Q30) Information theory (general) (94A15)

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