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Phase Transitions in Rate Distortion Theory and Deep Learning - MaRDI portal

Phase Transitions in Rate Distortion Theory and Deep Learning

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Publication:6346400

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DOI10.1007/S10208-021-09546-4zbMath1528.94024arXiv2008.01011MaRDI QIDQ6346400

Andreas Klotz, Philipp Grohs, Felix Voigtlaender

Publication date: 3 August 2020

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Set functions and measures and integrals in infinite-dimensional spaces (Wiener measure, Gaussian measure, etc.) (28C20) Approximation by arbitrary nonlinear expressions; widths and entropy (41A46) Rate-distortion theory in information and communication theory (94A34)

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