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Yeung, Dit
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Towards Bayesian deep learning: a framework and some existing methods
Wang H., Yeung D. IEEE Transactions on Knowledge and Data Engineering 28(12): 3395-3408, 2016. Type: Article
Machine learning is successfully used in many computer applications today. This has spawned an abundance of research and publications on the topic. The main problem as I see it is the confusion machine learning terminology creates when...
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Feb 1 2017
A regularization approach to learning task relationships in multitask learning
Zhang Y., Yeung D. ACM Transactions on Knowledge Discovery from Data 8(3): 1-31, 2013. Type: Article
Multitask learning is very popular in many domains and has been applied in numerous applications. This paper proposes a novel regularization approach, multitask relationship learning (MTRL), to learn task relationships in multitask lea...
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Jul 1 2014
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