Search Results for author: Man Huang

Found 2 papers, 1 papers with code

Soft-SVM Regression For Binary Classification

no code implementations24 May 2022 Man Huang, Luis Carvalho

In this work, we introduce a new exponential family based on a convex relaxation of the hinge loss function using softness and class-separation parameters.

Binary Classification Classification +1

Cross-hospital Sepsis Early Detection via Semi-supervised Optimal Transport with Self-paced Ensemble

1 code implementation18 Jun 2021 Ruiqing Ding, Yu Zhou, Jie Xu, Yan Xie, Qiqiang Liang, He Ren, YiXuan Wang, Yanlin Chen, Leye Wang, Man Huang

To address this issue, we propose a novel semi-supervised transfer learning framework based on optimal transport theory and self-paced ensemble for Sepsis early detection, called SPSSOT, which can efficiently transfer knowledge from the source hospital (with rich labeled data) to the target hospital (with scarce labeled data).

Domain Adaptation Semi-supervised Domain Adaptation +1

Cannot find the paper you are looking for? You can Submit a new open access paper.