²⁰機率與隨機過程

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2021

Stochastic Processes Week 2 Poisson Processes 12-12

Stochastic Processes Week 1 Introduction & Renewal Processes 12-11

Stochastic Processes Week 0 一些預備知識 12-11

MCMC by Gibbs and Metropolis-Hasting Sampling 10-27

Gumbel-Max Trick 08-07

Noise Contrastive Estimation (NCE) 筆記 06-05

2020

Notes for (Conditional/Cross-)Entropy, Mutual-Information, ... 05-02

2018

Bayesian Learning Notes 12-20

Gaussian Process Used in Bayesian Optimization 12-09

(What Is) Probabilistic Graphical Models 06-16

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