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Number of Parameters for Causal Inference

 04-05-2021 04-05-2021 blog 7 minutes read (About 1090 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 3169 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  
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Monte Carlo Integration

 10-17-2020 10-18-2020 blog 8 minutes read (About 1211 words)
Integration by Sampling

 
Monte Carlo, 
Statistics, 
Mathematics  
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Group Lasso

 02-13-2020 02-13-2020 blog 5 minutes read (About 744 words)
Understand the Sparsity Introduced by Group Lasso

 
Machine Learning, 
Statistics  
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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 1078 words)
A Fun Statistical Combination Counting Problem

 
Statistics, 
Connectionist Temporal Classification, 
Speech Recognition  
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Introduction to Dirichlet Distribution

 09-10-2019 09-10-2019 blog 21 minutes read (About 3185 words)
Mathematical Foundations to Dirichlet Distribution

 
Statistics, 
Probability  
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Matthews Correlation Coefficient

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

 
Statistics  
  Read More
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Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

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