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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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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 . CoRR, (2024)Robust Online Convex Optimization in the Presence of Outliers., , , and . COLT, volume 134 of Proceedings of Machine Learning Research, page 4174-4194. PMLR, (2021)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)Solving Regression by Learning an Ensemble of Decision Rules., , and . ICAISC, volume 5097 of Lecture Notes in Computer Science, page 533-544. Springer, (2008)Learning of Rule Ensembles for Multiple Attribute Ranking Problems., , , and . Preference Learning, Springer, (2010)Beyond Sequential Covering - Boosted Decision Rules., , and . Advances in Machine Learning I, volume 262 of Studies in Computational Intelligence, Springer, (2010)Learning from Randomly Initialized Neural Network Features., , , and . CoRR, (2022)Consistent Multilabel Ranking through Univariate Losses., , and . ICML, icml.cc / Omnipress, (2012)The Many Faces of Exponential Weights in Online Learning., , and . COLT, volume 75 of Proceedings of Machine Learning Research, page 2067-2092. PMLR, (2018)