共计 37 篇文章
2024
Principal Component Analysis
Maximum Mean Discrepancy
Langevin Dynamics
神经网络的Lipschitz连续性
Reproducing Kernel Hilbert Space
Moment Matching
Monte-Carlo Sampling
Variational Inference
子空间的距离
Support Vector Machine
2023
[模式分类]非参数方法
[模式分类]贝叶斯决策论
[PRML]2.Probability Distributions
Calculus of Variations
[PRML]1.Introduction
2022
Score Function Estimator and Reparameterization Trick
Soft k-means
EM Algorithm
K-means及其推广
各种函数的hard与soft形式