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20172026
most citedTransfer Learning in Information Criteria-based Feature Selection

2 citations · 4 across the 7 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

stat.ML2018

Knowledge Integrated Classifier Design Based on Utility Optimization

Shaohan Chen, Chuanhou Gao

This paper proposes a systematic framework to design a classification model that yields a classifier which optimizes a utility function based on prior knowledge. Specifically, as t…

stat.ML2018

Efficacy of regularized multi-task learning based on SVM models

Shaohan Chen, Zhou Fang, Sijie Lu +1

This paper investigates the efficacy of a regularized multi-task learning (MTL) framework based on SVM (M-SVM) to answer whether MTL always provides reliable results and how MTL ou…