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Exponential Moving Average

 01-26-2023 02-28-2023 blog 7 minutes read (About 1003 words)
Neural Network Training Trick Improves Model Generalization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Statistics  
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California Crazy Neighbors - One-Sample Student's T-Test

 06-19-2022 06-19-2022 blog 5 minutes read (About 700 words)
Using My Personal Real Data to Test if California is Good for Living

 
Statistics, 
California  
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Covariance VS Pearson Correlation Coefficient

 12-20-2021 12-20-2021 blog 5 minutes read (About 774 words)
Simple and Quick Understanding of Covariance and Pearson Correlation Coefficient

 
Mathematics, 
Statistics  
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Markov Random Field and Conditional Random Field

 06-08-2021 06-08-2021 blog 9 minutes read (About 1401 words)
Undirected Probabilistic Graphical Model Fundamentals

 
Statistics, 
Probabilistic Graphical Model  
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Number of Parameters for Causal Inference

 04-05-2021 04-05-2021 blog 7 minutes read (About 1088 words)
Reducing Number of Parameters in Bayesian Network

 
Statistics, 
Bayesian Network  
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Bootstrap Methods

 01-31-2021 01-31-2021 blog 8 minutes read (About 1183 words)
Using Bootstrap Distribution to Approximate Sampling Distribution

 
Machine Learning, 
Statistics  
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Gibbs Sampling

 01-25-2021 01-25-2021 blog 21 minutes read (About 3168 words)
Sampling Method for Multivariate Joint Distributions

 
Machine Learning, 
Statistics  
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Motivations for Sampling in Statistical Inference

 01-18-2021 01-30-2021 blog 8 minutes read (About 1153 words)
Statistical Inference Requires Sampling

 
Machine Learning, 
Statistics  
  Read more

Discriminative Model VS Generative Model

 12-14-2020 12-14-2020 blog 6 minutes read (About 872 words)
Quick Mathematical Definitions

 
Mathematics, 
Statistics  
  Read more

Naive Bayes Classifier

 12-13-2020 02-18-2021 blog 7 minutes read (About 1084 words)
One of the Simplest Probabilistic Classifiers

 
Mathematics, 
Statistics  
  Read more
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Lei Mao

Lei Mao

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