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Jun, 2024
改进的基于图的半监督学习方案
Improved Graph-based semi-supervised learning Schemes
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Farid Bozorgnia
TL;DR
通过对高斯随机场学习和泊松学习算法进行改进，我们在图形半监督学习领域提高了对少标签大数据集的分类准确性，并创建了更强大的算法，实验结果证明了这些方法在不平衡数据集环境下优于传统的图形半监督技术。
Abstract
In this work, we improve the accuracy of several known algorithms to address the
classification
of
large datasets
when few labels are available. Our framework lies in the realm of
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