统计学习

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