Search Results for author: Ruikai Yang

Found 2 papers, 2 papers with code

Decentralized Kernel Ridge Regression Based on Data-dependent Random Feature

1 code implementation13 May 2024 Ruikai Yang, Fan He, Mingzhen He, Jie Yang, Xiaolin Huang

Random feature (RF) has been widely used for node consistency in decentralized kernel ridge regression (KRR).

regression

Data Imputation by Pursuing Better Classification: A Supervised Kernel-Based Method

1 code implementation13 May 2024 Ruikai Yang, Fan He, Mingzhen He, Kaijie Wang, Xiaolin Huang

In this paper, we propose a new framework that effectively leverages supervision information to complete missing data in a manner conducive to classification.

Imputation

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