Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks. Bartlett, P. L., Harvey, N., Liaw, C., & Mehrabian, A. Journal of Machine Learning Research, 20(63):1–17, 2019.
Paper bibtex @article{bartlett-et-al-jmlr19,
author = {Peter L. Bartlett and Nick Harvey and Christopher Liaw and Abbas Mehrabian},
title = {Nearly-tight VC-dimension and Pseudodimension Bounds for Piecewise Linear Neural Networks},
journal = {Journal of Machine Learning Research},
year = {2019},
volume = {20},
number = {63},
pages = {1--17},
url = {http://jmlr.org/papers/v20/17-612.html}
}
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