Yafen Ye
Dados Biográficos
| ID | 7544272 |
|---|---|
| NOME | Yafen Ye |
| PRENOMES | Yafen |
| SOBRENOME | Ye |
| ASSINATURA | YE Y |
| AFILIAÇÕES | Zhejiang University of Technology |
| ORCID | 0000-0001-6000-8635 |
| VERIFICADO | Não |
| TOTAL DE OBRAS | 1 |
| TOTAL DE CITAÇÕES | 0 |
| TOTAL COMO AUTOR | 1 |
| TOTAL COMO EDITOR | 0 |
| PRIMEIRO ANO DE PUBLICAÇÃO | 2022 |
| ANO MAIS RECENTE DE PUBLICAÇÃO | 2022 |
| ÍNDICE H | 0 |
A sparse approach for high-dimensional data with heavy-tailed noise
High-dimensional data have commonly emerged in diverse fields, such as economics, finance, genetics, medicine, machine learning, and so on. In this paper, we consider the sparse quantile regression problem of high-dimensional data with heavy-tailed noise, especially when the number of regressors is much larger than the sample size. We bring the spirit of -norm support vector regression into quantile regression and propose a robust -norm support v…
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A sparse approach for high-dimensional data with heavy-tailed noise
High-dimensional data have commonly emerged in diverse fields, such as economics, finance, genetics, medicine, machine learning, and so on. In this paper, we consider the sparse quantile regression problem of high-dimensional data with heavy-tailed noise, especially when the number of regressors is much larger than the sample size. We bring the spirit of -norm support vector regression into quantile regression and propose a robust -norm support v…
Artificial Intelligence (1 obras) · Bayesian Methods and Mixture Models (1 obras) · Computer Science (1 obras) · Econometrics (1 obras) · Feature selection (1 obras) · Gene expression and cancer classification (1 obras) · Linear regression (1 obras) · Mathematics (1 obras) · Quantile (1 obras) · Quantile regression (1 obras)