ERM Scheme for Quantile Regression
Author
Source
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-03-28
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
This paper considers the ERM scheme for quantile regression.
We conduct error analysis for this learning algorithm by means of a variance-expectation bound when a noise condition is satisfied for the underlying probability measure.
The learning rates are derived by applying concentration techniques involving the ℓ2-empirical covering numbers.
American Psychological Association (APA)
Xiang, Dao-Hong. 2013. ERM Scheme for Quantile Regression. Abstract and Applied Analysis،Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-449619
Modern Language Association (MLA)
Xiang, Dao-Hong. ERM Scheme for Quantile Regression. Abstract and Applied Analysis No. 2013 (2013), pp.1-6.
https://search.emarefa.net/detail/BIM-449619
American Medical Association (AMA)
Xiang, Dao-Hong. ERM Scheme for Quantile Regression. Abstract and Applied Analysis. 2013. Vol. 2013, no. 2013, pp.1-6.
https://search.emarefa.net/detail/BIM-449619
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-449619
