共计 15 篇文章

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2024

10-25

Principal Component Analysis

07-08

Maximum Mean Discrepancy

06-21

Langevin Dynamics

04-30

Reproducing Kernel Hilbert Space

04-26

Moment Matching

03-21

Monte-Carlo Sampling

03-05

Variational Inference

03-02

子空间的距离

01-03

Support Vector Machine

2023

04-25

Calculus of Variations

2022

09-06

Score Function Estimator and Reparameterization Trick

09-04

k-means算法及其推广

08-23

EM Algorithm

07-25

各种函数的hard与soft形式

2021

08-20

交叉熵与极大似然