A simple approach for quantizing neural networks

DOI10.1016/j.acha.2023.04.004arXiv2209.03487OpenAlexW4367671331MaRDI QIDQ6172170

Rayan Saab, Johannes Maly

Publication date: 19 July 2023

Published in: Applied and Computational Harmonic Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2209.03487

zbMATH Keywords

neural networksmemoryless quantizationressource efficient deep learning

Mathematics Subject Classification ID

Computer science (68-XX) Operations research, mathematical programming (90-XX)

Cites Work

• Approximation with one-bit polynomials in Bernstein form
• High-Dimensional Statistics
• High-Dimensional Probability
• A Deterministic Linear Program Solver in Current Matrix Multiplication Time
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