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Sep, 2023
多源多目标领域适应中的混合权重估计和模型预测
Mixture Weight Estimation and Model Prediction in Multi-source Multi-target Domain Adaptation
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Yuyang Deng, Ilja Kuzborskij, Mehrdad Mahdavi
TL;DR
应用混合数据源的学习模型,解决估算最佳源混合和在计算上有效地解决各目标的经验风险最小化问题,并利用超参数神经网络学习目标模型的方法。
Abstract
We consider the problem of
learning
a model from multiple
heterogeneous sources
with the goal of performing well on a new
target distribution
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