线性规划的对偶理论(Duality Theory)

Linear Programming and Duality Theory.本文目录： 线性规划问题 Linear Programming 弱对偶形式 Weak Duality 强对偶形式 Strong Duality1. 线性规划问题...

行列式点过程(Determinantal Point Process)

Determinantal Point Process. paper：Determinantal point processes for machine learning本文目录： 行列式点过程的定义 通过L-ensemble构造核矩阵...

半监督学习(Semi-Supervised Learning)

Semi-Supervised Learning.

深度学习中的不确定性(Uncertainty)

使用贝叶斯深度学习建模深度学习中的不确定性. paper：What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision?现有的深度学习方法大多只能给出...

主动学习(Active Learning)

Active Learning.

40篇短文搞定3500个单词

Learning 3,500 words from 40 short articles.