Renewable quantile regression for streaming data sets

Author:

Jiang Rong,Yu Keming

Funder

Chinese National Funding of Social Sciences

National Office for Philosophy and Social Sciences

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference42 articles.

1. Distributed high-dimensional regression under a quantile loss function;Chen;J. Mach. Learn. Res.,2020

2. Quantile regression under memory constraint;Chen;Ann. Stat.,2019

3. Bootstrap methods and their application;Davison,1997

4. Samoa: Scalable advanced massive online analysis;De Francisci Morales;J. Mach. Learn. Res.,2015

5. Deshpande, Y., Javanmard, A., Mehrabi, M., 2020. Online debiasing for adaptively collected high-dimensional data with applications to time series analysis. arXiv:1911.01040v3.

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