Deep Neural Network Estimation in Panel Data Models
Author:
Affiliation:
1. Essex Business School, University of Essex
2. King’s Business School, King’s College London
3. Federal Reserve Bank of Cleveland
Abstract
Publisher
Federal Reserve Bank of Cleveland
Reference55 articles.
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4. 4. Bartlett, Peter L., Nick Harvey, Christopher Liaw, and Abbas Mehrabian (2019). "Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks." The Journal of Machine Learning Research, 20(1), pp. 2285-2301. URL http://jmlr.org/papers/v20/17-612.html.
5. 5. Belkin, Mikhail, Daniel Hsu, Siyuan Ma, and Soumik Mandal (2019). "Reconciling modern machine-learning practice and the classical bias-variance trade-off." Proceedings of the National Academy of Sciences, 116(32), pp. 15,849-15,854. doi:10.1073/pnas.1903070116.
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