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Scale-Invariant Unconstrained Online Learning.

. ALT, volume 76 of Proceedings of Machine Learning Research, page 412-433. PMLR, (2017)

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Solving Regression by Learning an Ensemble of Decision Rules., , and . ICAISC, volume 5097 of Lecture Notes in Computer Science, page 533-544. Springer, (2008)Robust Online Convex Optimization in the Presence of Outliers., , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4174-4194. PMLR, (2021)Maximum Likelihood vs. Sequential Normalized Maximum Likelihood in On-line Density Estimation., and . COLT, volume 19 of JMLR Proceedings, page 457-476. JMLR.org, (2011)Consistent algorithms for multi-label classification with macro-at-k metrics., , , , , and . ICLR, OpenReview.net, (2024)Ensemble of Decision Rules for Ordinal Classification with Monotonicity Constraints., , and . RSKT, volume 5009 of Lecture Notes in Computer Science, page 260-267. Springer, (2008)Stochastic dominance-based rough set model for ordinal classification., , , and . Inf. Sci., 178 (21): 4019-4037 (2008)On selecting the best individual in noisy environments., and . GECCO, page 961-968. ACM, (2008)Surrogate regret bounds for generalized classification performance metrics., and . ACML, volume 45 of JMLR Workshop and Conference Proceedings, page 301-316. JMLR.org, (2015)Consistent optimization of AMS by logistic loss minimization.. HEPML@NIPS, volume 42 of JMLR Workshop and Conference Proceedings, page 99-108. JMLR.org, (2014)Online Principal Component Analysis for Evolving Data Streams., and . ISCIS, volume 935 of Communications in Computer and Information Science, page 130-137. Springer, (2018)