Automatic change-point detection in time series via deep learning
Author:
Affiliation:
1. Department of Statistics, London School of Economics and Political Science , London , UK
2. Department of Mathematics and Statistics, Lancaster University , Lancaster , UK
Abstract
Funder
Lancaster University
EPSRC
Publisher
Oxford University Press (OUP)
Link
https://academic.oup.com/jrsssb/advance-article-pdf/doi/10.1093/jrsssb/qkae004/55467098/qkae004.pdf
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3. Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks;Bartlett;Journal of Machine Learning Research,2019
4. Approximate Bayesian computation;Beaumont;Annual Review of Statistics and its Application,2019
5. Convergence rates of deep ReLU networks for multiclass classification;Bos;Electronic Journal of Statistics,2022
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