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#统计学习
11
2018
- 流形学习与对抗网络
- UMSLT05: The Consistency of Learning Process
- 论文笔记：Generalization in Machine Learning via Analytical Learning Theory
- 压缩法与深度网络的泛化性
- UMSLT04: The Past and Present of SGD
- UMSLT03: A Gentle Start of Learning Theory
- UMSLT02: A Breif History of Neural Networks
- UMSLT01: A Breif History of Regularization
- 统计学习理论综述
- 论文笔记：Generalization in Deep Learning