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Neyman-Pearson Classification, Convexity and Stochastic Constraints.

, and . J. Mach. Learn. Res., (2011)

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Balancing Gaussian vectors in high dimension., , and . CoRR, (2019)Optimal detection of sparse principal components in high dimension, and . The Annals of Statistics, 41 (4): 1780--1815 (August 2013)The Sample Complexity of Multireference Alignment., , , , and . SIAM J. Math. Data Sci., 1 (3): 497-517 (2019)Neyman-Pearson Classification, Convexity and Stochastic Constraints., and . J. Mach. Learn. Res., (2011)Deviation Optimal Learning using Greedy Q-aggregation, , and . CoRR, (2012)Online learning in repeated auctions., , and . COLT, volume 49 of JMLR Workshop and Conference Proceedings, page 1562-1583. JMLR.org, (2016)The emergence of clusters in self-attention dynamics., , , and . CoRR, (2023)Rejection sampling from shape-constrained distributions in sublinear time., , , , and . AISTATS, volume 151 of Proceedings of Machine Learning Research, page 2249-2265. PMLR, (2022)Estimation Rates for Sparse Linear Cyclic Causal Models., and . UAI, volume 124 of Proceedings of Machine Learning Research, page 1169-1178. AUAI Press, (2020)Sparse Gaussian ICA., and . CoRR, (2018)