A novel combining classifier method based on Variational Inference

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Tien Thanh Nguyen, Thi Thu Thuy Nguyen, Xuan Cuong Pham, Alan Wee-Chung Liew

Published: 2016, Last Modified: 06 Nov 2025Pattern Recognit. 2016EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•We proposed a Variational Inference method for multivariate Gaussian distribution estimation.•We proposed a novel combining classifier method by employing Variational Inference on base classifiers’ outputs.•The proposed method is highly competitive to many state-of-the-arts ensemble classifier methods.