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cs.LG2018
Online Learning: A Comprehensive Survey
Steven C. H. Hoi, Doyen Sahoo, Jing Lu +1
Online learning represents an important family of machine learning algorithms, in which a learner attempts to resolve an online prediction (or any type of decision-making) task by…
cs.LG2017★ 5 cited
Online Deep Learning: Learning Deep Neural Networks on the Fly
Doyen Sahoo, Quang Pham, Jing Lu +1
Deep Neural Networks (DNNs) are typically trained by backpropagation in a batch learning setting, which requires the entire training data to be made available prior to the learning…