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Mixture Proportion Estimation via Kernel Embeddings of Distributions.

, , and . ICML, volume 48 of JMLR Workshop and Conference Proceedings, page 2052-2060. JMLR.org, (2016)

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Finite-Time Adaptive Stabilization of Linear Systems., , and . IEEE Trans. Automat. Contr., 64 (8): 3498-3505 (2019)Online Multiclass Boosting with Bandit Feedback., , and . CoRR, (2018)Online Multiclass Boosting with Bandit Feedback., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 1148-1156. PMLR, (2019)Online Ranking with Top-1 Feedback., and . AISTATS, volume 38 of JMLR Workshop and Conference Proceedings, JMLR.org, (2015)Convex Calibrated Surrogates for Hierarchical Classification., , and . ICML, volume 37 of JMLR Workshop and Conference Proceedings, page 1852-1860. JMLR.org, (2015)On the Complexity of Linear Prediction: Risk Bounds, Margin Bounds, and Regularization, , and . (2009)Scaling Up Coordinate Descent Algorithms for Large ℓ1 Regularization Problems., , , and . ICML, icml.cc / Omnipress, (2012)On the Consistency of Multiclass Classification Methods., and . COLT, volume 3559 of Lecture Notes in Computer Science, page 143-157. Springer, (2005)An Asymptotically Optimal Algorithm for the One-Dimensional Convex Hull Feasibility Problem., and . CoRR, (2023)Learning in online MDPs: is there a price for handling the communicating case?, and . UAI, volume 216 of Proceedings of Machine Learning Research, page 293-302. PMLR, (2023)