Deep Neural Networks Guided Ensemble Learning for Point Estimation
Author:
Affiliation:
1. Data and Statistical Sciences, AbbVie Inc., North Chicago, IL
2. Department of Advanced Analytics and Data Sciences, Eli Lilly and Company, Indianapolis, IN
3. Department of Biostatistics, University of Michigan, Ann Arbor, MI
Funder
NIH
Publisher
Informa UK Limited
Subject
Pharmaceutical Science,Statistics and Probability
Link
https://www.tandfonline.com/doi/pdf/10.1080/19466315.2023.2260776
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3. Anthony, M., and Bartlett, P. L. (2009), Neural Network Learning: Theoretical Foundations, Cambridge: Cambridge University Press.
4. “Breaking the Curse of Dimensionality with Convex Neural Networks,”;Bach F.;The Journal of Machine Learning Research,2017
5. “On Deep Learning as a Remedy for the Curse of Dimensionality in Nonparametric Regression,”;Bauer B.;Annals of Statistics,2019
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