An ensemble of epoch-wise empirical Bayes for few-shot learning

Few-shot learning aims to train efficient predictive models with a few examples. The lack of training data leads to poor models that perform high-variance or low-confidence predictions. In this paper, we propose to meta-learn the ensemble of epoch-wise empirical Bayes models (E3BM) to achieve robust...

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Bibliographic Details
Main Authors: LIU, Yaoyao, SCHIELE, Bernt, SUN, Qianru
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2020
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Online Access:https://ink.library.smu.edu.sg/sis_research/5594
https://ink.library.smu.edu.sg/context/sis_research/article/6597/viewcontent/1904.08479.pdf
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Institution: Singapore Management University
Language: English
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