搜索结果: 1-2 共查到“知识库 经济统计学 Inequalities”相关记录2条 . 查询时间(0.132 秒)
Concentration inequalities of the cross-validation estimator for Empirical Risk Minimiser
Cross-validation generalization error concentration inequality optimal splitting resampling
2010/11/8
In this article, we derive concentration inequalities for the cross-validation estimate of the
generalization error for empirical risk minimizers. In the general setting, we prove sanity-check bounds...
Large deviation principles for Markov processes via Phi-Sobolev inequalities
principle Markov process via Phi-Sobolev inequalities
2009/3/19
Via Phi-Sobolev inequalities, we give some sharp integrability conditions on $F$ for the large deviation principle of the empirical mean $frac{1}{T}{int_{0}^{T}{F(X_{s})}ds}$ for large time $T$, where...