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Risk upper bounds for general ensemble methods with an application to multiclass classification.

, , , and . Neurocomputing, (2017)

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From Cutting Planes Algorithms to Compression Schemes and Active Learning., and . CoRR, (2015)Multiple indefinite kernel learning with mixed norm regularization., , and . ICML, volume 382 of ACM International Conference Proceeding Series, page 545-552. ACM, (2009)Efficient learning of Naive Bayes classifiers under class-conditional classification noise., , and . ICML, volume 148 of ACM International Conference Proceeding Series, page 265-272. ACM, (2006)On Binary Reduction of Large-Scale Multiclass Classification Problems., , , , , and . IDA, volume 9385 of Lecture Notes in Computer Science, page 132-144. Springer, (2015)QuicK-means: Acceleration of K-means by learning a fast transform., , , and . CoRR, (2019)Shedding a PAC-Bayesian Light on Adaptive Sliced-Wasserstein Distances., , , and . CoRR, (2022)Differentially Private Sliced Wasserstein Distance., and . ICML, volume 139 of Proceedings of Machine Learning Research, page 8810-8820. PMLR, (2021)Confusion-Based Online Learning and a Passive-Aggressive Scheme.. NIPS, page 3293-3301. (2012)Stationary Mixing Bandits., and . CoRR, (2014)Unconfused Ultraconservative Multiclass Algorithms., and . ACML, volume 29 of JMLR Workshop and Conference Proceedings, page 309-324. JMLR.org, (2013)