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Empirical bounds for functions with weak interactions., и . COLT, том 75 из Proceedings of Machine Learning Research, стр. 987-1010. PMLR, (2018)An optimization problem on the sphere. CoRR, (2008)Generalization Bounds for Subspace Selection and Hyperbolic PCA.. SLSFS, том 3940 из Lecture Notes in Computer Science, стр. 185-197. Springer, (2005)A Uniform Lower Error Bound for Half-Space Learning., и . ALT, том 5254 из Lecture Notes in Computer Science, стр. 70-78. Springer, (2008)A Chain Rule for the Expected Suprema of Gaussian Processes.. ALT, том 8776 из Lecture Notes in Computer Science, стр. 245-259. Springer, (2014)A Second-order Look at Stability and Generalization.. COLT, том 65 из Proceedings of Machine Learning Research, стр. 1461-1475. PMLR, (2017)Bounds for Linear Multi-Task Learning.. J. Mach. Learn. Res., (2006)A Vector-Contraction Inequality for Rademacher Complexities.. ALT, том 9925 из Lecture Notes in Computer Science, стр. 3-17. (2016)Robust Unsupervised Learning via L-statistic Minimization., , , и . ICML, том 139 из Proceedings of Machine Learning Research, стр. 7524-7533. PMLR, (2021)Bounds for Vector-Valued Function Estimation., и . CoRR, (2016)