学长,我现在正在读Vapnik的statistical learning theory这本书,学过本科的高等概率论,但是读这本书还很吃力,学长有什么好的建议或者书目吗? 2019-04-03 回复喜欢 推荐阅读 统计物理的机器学习方法:Variational Autoregressive Networks woctordho Few-shot learning 小小发表于深度学习基... 贝叶斯、香农、奥卡姆...
Vapnik-Chervonenkis-theoryAs always, let ξ 1 ,ξ 2 ,...be a sequence of i.i.d random variables with common law μ, defined on the Borel σ-field B in =, and let μ n be the empirical measure based on ξ 1 ,...,ξ n , i.e. $${\\\mu _n}\\\left( {ext{B}} ight...
Vapnik-Chervonenkis-theory 来自 Springer 喜欢 0 阅读量: 71 作者:P Gaenssler,W Stute 摘要: As always, let ξ 1 ,ξ 2 ,...be a sequence of i.i.d random variables with common law μ, defined on the Borel σ-field B in =, and let μ n be the empirical measure based on ξ 1 ...
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1VCTheory:Vapnik–ChervonenkisDimensionhttp://freemind.pluskid/slt/vc-theory-vapnik-chervonenkis-dimensionpostedonFreeMindonJuly30,2012generatedwithpandoconDecember3,2015category:StatisticalLearning eorytags:BinaryClassification上一次我们介绍了通过Symmetrimization的方法进行变形,从而得到了如下形式的不等式:P supf...
VCTheoryVapnik–Chervonenkis.PDF,1 VCTheory: Vapnik–ChervonenkisDimension /slt/vc-theory-vapnik-chervonenkis-dimension Symmetrimization posted on Free Mind on July 30, 2012 generated withpandoc onDecember 3, 2015 category: Statistical Learning Theory ta
Vapnik-Chervonenkis Theory 作者: Surhone, Lambert M.; Tennoe, Mariam T.; Henssonow, Susan F.页数: 108ISBN: 9786131126253豆瓣评分 目前无人评价 评价: 写笔记 写书评 加入购书单 分享到 推荐 我来说两句 短评 ··· 热门 / 最新 / 好友 还没人写过短评呢 我要写书评 Vapnik-Chervonenkis Theory的...
doi:10.1007/978-1-4612-0711-5_13Luc DevroyeLászló GyrfiGábor LugosiDevroye, L.; Gyorfi, L.; Lugosi, G. Vapnik-Chervonenkis theory. In A Probabilistic Theory of Pattern Recognition; Springer: New York, NY, USA, 1996; pp. 187-213....
Lecture 18 : Introduction to Vapnik-Chervonenkis ( VC ) Theory Vapnik-Chervonenkis TheoryCastro, R
Mathematical Control Theory: Deterministic Finite Dimensional Systems Springer, New York (1990) Google Scholar [16] E.D. Sontag Neural nets as systems models and controllers Proc. 7th Yale Workshop on Adaptive and Learning Systems, Yale University (1992), pp. 73-79 Google Scholar [17] E.D....