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Pivotal Estimation in High-Dimensional Regression via Linear Programming.

, и . Empirical Inference, стр. 195-204. Springer, (2013)

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Alexandre Darmoise

Alexandre Martins

Alexandre Varnek

Alexandre Alexeev

Alexandre Gumberidze

 

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Introduction to Nonparametric Estimation.. Springer series in statistics Springer, (2009)Remark on "Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging" published in Probl. Peredachi Inf., 2005, no. 4., , , и . Probl. Inf. Transm., 42 (3): 262 (2006)Recursive Aggregation of Estimators by the Mirror Descent Algorithm with Averaging., , , и . Probl. Inf. Transm., 41 (4): 368-384 (2005)Does data interpolation contradict statistical optimality?, , и . AISTATS, том 89 из Proceedings of Machine Learning Research, стр. 1611-1619. PMLR, (2019)Optimal Rates of Aggregation.. COLT, том 2777 из Lecture Notes in Computer Science, стр. 303-313. Springer, (2003)Improved Clustering Algorithms for the Bipartite Stochastic Block Model., , и . IEEE Trans. Inf. Theory, 68 (3): 1960-1975 (2022)Aggregation by Exponential Weighting and Sharp Oracle Inequalities., и . COLT, том 4539 из Lecture Notes in Computer Science, стр. 97-111. Springer, (2007)Estimation of matrices with row sparsity., и . Probl. Inf. Transm., 51 (4): 335-348 (2015)Aggregation by exponential weighting, sharp PAC-Bayesian bounds and sparsity., и . Mach. Learn., 72 (1-2): 39-61 (2008)Optimal and robust kernel algorithms for passive stochastic approximation., , и . IEEE Trans. Inf. Theory, 38 (5): 1577-1583 (1992)