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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

 
Statistics, 
Mathematics  
  Read more

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  
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Discriminative Model VS Generative Model

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

 
Statistics, 
Mathematics  
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Naive Bayes Classifier

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

 
Statistics, 
Mathematics  
  Read more

Monte Carlo Integration

 10-17-2020 10-18-2020 blog 8 minutes read (About 1210 words)
Integration by Sampling

 
Statistics, 
Mathematics, 
Monte Carlo  
  Read more

Group Lasso

 02-13-2020 02-13-2020 blog 5 minutes read (About 742 words)
Understand the Sparsity Introduced by Group Lasso

 
Machine Learning, 
Statistics  
  Read more

Correlation VS Causation

 11-28-2019 11-28-2019 blog 7 minutes read (About 999 words)
A Simple Example Reveals a Lot of Flaws in Current Researches

 
Statistics  
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Number of Alignments in Connectionist Temporal Classification (CTC)

 11-02-2019 11-02-2019 blog 7 minutes read (About 1076 words)
A Fun Statistical Combination Counting Problem

 
Statistics, 
Connectionist Temporal Classification, 
Speech Recognition  
  Read more

Introduction to Dirichlet Distribution

 09-10-2019 09-10-2019 blog 19 minutes read (About 2913 words)
Mathematical Foundations to Dirichlet Distribution

 
Statistics, 
Probability  
  Read more

Matthews Correlation Coefficient

 08-04-2019 08-04-2019 blog 9 minutes read (About 1289 words)
An Archaeological Investigation on Matthews Correlation Coefficient

 
Statistics  
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Introduction to Exponential Family

 06-14-2019 06-14-2019 blog 18 minutes read (About 2639 words)
Setting Up Foundations to Variational Inference

 
Statistics, 
Probability  
  Read more

Understand Proportional Symbol in Probability and Statistics

 06-13-2019 05-18-2021 blog 3 minutes read (About 466 words)
Some Math Conventions in Probability and Statistics

 
Statistics, 
Probability  
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Conjugate Priors

 06-10-2019 09-12-2019 blog 8 minutes read (About 1215 words)
Some Statistics Knowledge to Bayesian Inference

 
Statistics, 
Bayesian Inference  
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Introduction to Variational Inference

 05-25-2019 05-25-2019 article an hour read (About 7329 words)
Setting Up Foundations to Bayesian Learning

 
Machine Learning, 
Statistics, 
Variational Inference  
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Introduction to YOLOs

 04-15-2019 04-15-2019 blog 10 minutes read (About 1542 words)
Dig into Some of the Details in YOLO Models

 
Statistics, 
Computer Vision, 
Object Detection  
  Read more
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Lei Mao

Lei Mao

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