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.

琴生不等式(Jenson’s Inequality)

Jenson’s Inequality.琴生不等式(Jenson’s Inequality)由丹麦数学家Johan Jensen于$1906$年证明。该不等式描述了凸函数中的不等式关系，有着广泛的应用。1. 两点式设函数$f(x)$是区间$I...