Robust learning of Huber loss under weak conditional moment
- 1 October 2022
- journal article
- research article
- Published by Elsevier BV in Neurocomputing
- Vol. 507, 191-198
- https://doi.org/10.1016/j.neucom.2022.08.012
Abstract
No abstract availableKeywords
Funding Information
- National Natural Science Foundation of China (11971048, 12126320, 12126365, U21A200815)
This publication has 36 references indexed in Scilit:
- Robust Estimation of Economic Indicators from Survey Samples Based on Pareto Tail ModellingJournal of the Royal Statistical Society Series C: Applied Statistics, 2012
- Robust Estimation for Ordinary Differential Equation ModelsBiometrics, 2011
- Robust regression through the Huber’s criterion and adaptive lasso penaltyElectronic Journal of Statistics, 2011
- Regularized least square regression with dependent samplesAdvances in Computational Mathematics, 2008
- Consistency and robustness of kernel-based regression in convex risk minimizationBernoulli, 2007
- Local Rademacher complexitiesThe Annals of Statistics, 2005
- Recurrent least squares support vector machinesIEEE Transactions on Circuits and Systems I: Regular Papers, 2000
- Robust Regression: Asymptotics, Conjectures and Monte CarloThe Annals of Statistics, 1973
- Robust Estimation of a Location ParameterThe Annals of Mathematical Statistics, 1964
- Probability Inequalities for Sums of Bounded Random VariablesJournal of the American Statistical Association, 1963