Model-Based Deep Learning

DOI10.1561/2000000113zbMath1525.68137arXiv2306.04469OpenAlexW4386037851MaRDI QIDQ6139543

Nir Shlezinger, Yonina C. Eldar

Publication date: 19 December 2023

Published in: Foundations and Trends® in Signal Processing (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2306.04469

zbMATH Keywords

classificationestimationinverse problemsdecodingregressiondetectionstatistical signal processingmodel choicedeep learningstatistical machine learning

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Signal theory (characterization, reconstruction, filtering, etc.) (94A12) Research exposition (monographs, survey articles) pertaining to computer science (68-02)

Cites Work

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• The Design of Approximation Algorithms
• Learning Deep Architectures for AI
• An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
• Model-Driven Deep Learning for MIMO Detection
• Learning to Detect
• Understanding Machine Learning

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