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A Unified Framework for Sparse Online Learning.

, , , and . ACM Trans. Knowl. Discov. Data, 14 (5): 59:1-59:20 (2020)

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Second-Order Online Active Learning and Its Applications., , , , , and . IEEE Trans. Knowl. Data Eng., 30 (7): 1338-1351 (2018)Online Transfer Learning., , , and . Artif. Intell., (2014)Sparse Passive-Aggressive Learning for Bounded Online Kernel Methods., , , and . ACM TIST, 9 (4): 45:1-45:27 (2018)Soft Confidence-Weighted Learning., , and . ACM TIST, 8 (1): 15:1-15:32 (2016)OTL: A Framework of Online Transfer Learning., and . ICML, page 1231-1238. Omnipress, (2010)Cost Sensitive Online Multiple Kernel Classification., , and . ACML, volume 63 of JMLR Workshop and Conference Proceedings, page 65-80. JMLR.org, (2016)A Local Online Learning Approach for Non-linear Data., , , , , and . PAKDD (2), volume 10938 of Lecture Notes in Computer Science, page 431-443. Springer, (2018)Online Active Learning with Expert Advice., , , , and . ACM Trans. Knowl. Discov. Data, 12 (5): 58:1-58:22 (2018)A Unified Framework for Sparse Online Learning., , , and . ACM Trans. Knowl. Discov. Data, 14 (5): 59:1-59:20 (2020)PAMR: Passive aggressive mean reversion strategy for portfolio selection., , , and . Mach. Learn., 87 (2): 221-258 (2012)