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统计学习
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2018
流形学习与对抗网络
05-23
UMSLT05: The Consistency of Learning Process
03-27
论文笔记：Generalization in Machine Learning via Analytical Learning Theory
03-26
压缩法与深度网络的泛化性
03-26
UMSLT04: The Past and Present of SGD
03-08
UMSLT03: A Gentle Start of Learning Theory
03-04
UMSLT02: A Breif History of Neural Networks
02-28
UMSLT01: A Breif History of Regularization
02-27
统计学习理论综述
01-30
论文笔记：Generalization in Deep Learning
01-28
2017
深度学习的泛化理论简介
12-17
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