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#理论

9

2018

05-23 流形学习与对抗网络
03-27 UMSLT05: The Consistency of Learning Process
03-26 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
03-08 UMSLT04: The Past and Present of SGD
03-04 UMSLT03: A Gentle Start of Learning Theory
02-28 UMSLT02: A Breif History of Neural Networks
02-27 UMSLT01: A Breif History of Regularization

2017

12-17 深度学习的泛化理论简介