Online learning: A comprehensive survey

Online learning: A comprehensive survey

Online learning represents a family of machine learning methods, where a learner attempts to tackle some predictive (or any type of decision-making) task by learning from a sequence of data instances one by one at each time. The goal of online learning is to maximize the accuracy/correctness for the...

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Bibliographic Details
Main Authors: HOI, Steven C. H., SAHOO, Doyen, LU, Jing, ZHAO, Peilin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2021
Subjects:
Online learning
Online convex optimization
Sequential decision making
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/6959
https://ink.library.smu.edu.sg/context/sis_research/article/7962/viewcontent/OnlineLearning_Survey_sv.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6959
https://ink.library.smu.edu.sg/context/sis_research/article/7962/viewcontent/OnlineLearning_Survey_sv.pdf

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