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Feb, 2024
零样本回归的直接侧信息学习
Direct side information learning for zero-shot regression
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Miriam Fdez-Díaz, Elena Montañés, José Ramón Quevedo
TL;DR
零样本学习中缺乏零样本回归方法,本文提出了一种新颖的方法,将特征和附加信息融合成一个核,以更好地预测未观察到的目标模型。该方法在人工和真实数据集上展现出更好的性能。
Abstract
zero-shot learning
provides models for targets for which instances are not available, commonly called
unobserved targets
. The availability of target
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