RMoR-AION: Robust Multi-output Regression by Simultaneously Alleviating Input and Output Noises

Ximing Li
Ximing Li
Zhao Zhang
Zhao Zhang
Richang Hong
Richang Hong
Junbin Gao
Junbin Gao
Zhuo Li
Zhuo Li

IEEE Transactions on Neural Networks and Learning Systems, 2020.

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Abstract:

Multioutput regression, referring to simultaneously predicting multiple continuous output variables with a single model, has drawn increasing attention in the machine learning community due to its strong ability to capture the correlations among multioutput variables. The methodology of output space embedding, built upon the low-rank assu...More

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