暂无分享,去创建一个
Arnak S. Dalalyan | Victor-Emmanuel Brunel | Nicolas Schreuder | A. Dalalyan | Victor-Emmanuel Brunel | Nicolas Schreuder
[1] Martin J. Wainwright,et al. A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers , 2009, NIPS.
[2] A. Khintchine. Über einen Satz der Wahrscheinlichkeitsrechnung , 1924 .
[3] Ohad Shamir,et al. Making Gradient Descent Optimal for Strongly Convex Stochastic Optimization , 2011, ICML.
[4] P. Rigollet,et al. Optimal learning with Q-aggregation , 2013, 1301.6080.
[5] Jieping Ye,et al. Scaling SVM and Least Absolute Deviations via Exact Data Reduction , 2013, ICML.
[6] Alan Malek,et al. Best Arm Identification for Contaminated Bandits , 2018, J. Mach. Learn. Res..
[7] Gábor Lugosi,et al. Concentration Inequalities - A Nonasymptotic Theory of Independence , 2013, Concentration Inequalities.
[8] M. A. Arcones,et al. Some strong limit theorems for M-estimators , 1994 .
[9] Nathan Srebro,et al. Fast Rates for Regularized Objectives , 2008, NIPS.
[10] Matthew Malloy,et al. lil' UCB : An Optimal Exploration Algorithm for Multi-Armed Bandits , 2013, COLT.
[11] Frederick R. Forst,et al. On robust estimation of the location parameter , 1980 .
[12] G. Wang,et al. LAW OF THE ITERATED LOGARITHM AND INVARIANCE PRINCIPLE FOR M-ESTIMATORS , 1995 .
[13] Upper Bounds on Asymptotic Variances of $M$-Estimators of Location , 1977 .
[14] A. V. D. Vaart,et al. Asymptotic Statistics: Frontmatter , 1998 .
[15] Daniel J. Hsu,et al. Loss Minimization and Parameter Estimation with Heavy Tails , 2013, J. Mach. Learn. Res..
[16] R. Maronna. Robust $M$-Estimators of Multivariate Location and Scatter , 1976 .
[17] V. Koltchinskii,et al. Oracle inequalities in empirical risk minimization and sparse recovery problems , 2011 .
[18] S. Portnoy. Asymptotic behavior of M-estimators of p regression parameters when p , 1985 .
[19] Po-Ling Loh,et al. Statistical consistency and asymptotic normality for high-dimensional robust M-estimators , 2015, ArXiv.
[20] A. Kolmogoroff. Über das Gesetz des iterierten Logarithmus , 1929 .
[21] R. Munos,et al. Best Arm Identification in Multi-Armed Bandits , 2010, COLT.
[22] R. H. Farrell. Asymptotic Behavior of Expected Sample Size in Certain One Sided Tests , 1964 .
[23] Arthur E. Hoerl,et al. Ridge Regression: Biased Estimation for Nonorthogonal Problems , 2000, Technometrics.