Robust nonparametric regression based on deep ReLU neural networks

DOI10.1016/j.jspi.2024.106182zbMath1543.62311MaRDI QIDQ6592794

Juntong Chen

Publication date: 26 August 2024

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

zbMATH Keywords

nonparametric regressionrobust estimationdeep neural networkssupremum of an empirical processcircumventing the curse of dimensionality

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric robustness (62G35) Artificial neural networks and deep learning (68T07)

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