A Novel Ensemble Strategy Based on Determinantal Point Processes for Transfer Learning

A Novel Ensemble Strategy Based on Determinantal Point Processes for Transfer Learning

Transfer learning (TL) hopes to train a model for target domain tasks by using knowledge from different but related source domains. Most TL methods focus more on improving the predictive performance of the single model across domains. Since domain differences cannot be avoided, the knowledge from th...

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Bibliographic Details
Main Authors: Ying Lv, Bofeng Zhang, Xiaodong Yue, Zhikang Xu
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Mathematics
Subjects:
transfer learning
ensemble strategy
determinantal point processes
domain adaptation
Online Access:https://www.mdpi.com/2227-7390/10/23/4409

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