Simple Proof of the Risk Bound for Denoising by Exponential Weights for Asymmetric Noise Distributions
Author:
Publisher
Allerton Press
Subject
Applied Mathematics,Control and Optimization,Analysis
Link
https://link.springer.com/content/pdf/10.3103/S106836232306002X.pdf
Reference22 articles.
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2. P. C. Bellec, ‘‘Optimal bounds for aggregation of affine estimators,’’ Ann. Stat. 46, 30–59 (2018). https://doi.org/10.1214/17-aos1540
3. F. Bunea, A. B. Tsybakov, and M. H. Wegkamp, ‘‘Aggregation for Gaussian regression,’’ Ann. Stat. 35, 1674–1697 (2007). https://doi.org/10.1214/009053606000001587
4. E. Chernousova, Yu. Golubev, and E. Krymova, ‘‘Ordered smoothers with exponential weighting,’’ Electron. J. Stat. 7, 2395–2419 (2013). https://doi.org/10.1214/13-ejs849
5. A. S. Dalalyan and A. B. Tsybakov, ‘‘Sparse regression learning by aggregation and Langevin Monte-Carlo,’’ J. Comput. Syst. Sci. 78, 1423–1443 (2009). https://doi.org/10.1016/j.jcss.2011.12.023
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