Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Mathematics

Maximum Likelihood Estimation VS Maximum A Posteriori Estimation

 07-02-2021 07-02-2021 blog 6 minutes read (About 941 words)
MLE VS MAP

 
Mathematics, 
Optimization  
  Read More

Hessian Matrix of Convex Functions

 06-24-2021 06-23-2023 blog 19 minutes read (About 2922 words)
Verification of Convex Functions using Hessian Matrix

 
Mathematics, 
Optimization  
  Read More

Taylor Theorem

 06-23-2021 06-23-2021 blog 19 minutes read (About 2824 words)
The Univariate and Multivariate Taylor Theorem

 
Mathematics  
  Read More

Higher-Order Differentials

 06-22-2021 06-22-2021 blog 15 minutes read (About 2295 words)
The Univariate and Multivariate Higher-Order Differentials

 
Mathematics  
  Read More

Factorization Theorem for Bayesian Networks

 03-22-2021 03-22-2021 blog 10 minutes read (About 1470 words)
I-Map to Factorization and Factorization to I-Map

 
Mathematics, 
Probabilistic Graphical Model, 
Bayesian Networks  
  Read More

Geometry for Computing Dihedral Angles

 03-15-2021 10-19-2021 blog 12 minutes read (About 1801 words)
Computing Dihedral Angles Using Cartesian Coordinates

 
Mathematics, 
Geometry, 
Dihedral Angle  
  Read More

Pruning for Neural Networks

 03-01-2021 03-01-2021 article 14 minutes read (About 2172 words)
Mathematical Foundations to Neural Network Pruning

 
Machine Learning, 
Deep Learning, 
Mathematics  
  Read More

Discriminative Model VS Generative Model

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

 
Statistics, 
Mathematics  
  Read More

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

Principle of Maximum Entropy

 12-11-2020 12-11-2020 blog 20 minutes read (About 2979 words)
Principle of Maximum Entropy and Maximum Entropy Distributions

 
Mathematics, 
Physics, 
Maximum Entropy  
  Read More

Discrete Fourier Transform for 0/1 Periodic Sequences

 11-02-2020 01-24-2021 blog 21 minutes read (About 3128 words)
An Interesting Property Leading to the Application for Quantum Integer Factorization

 
Mathematics, 
Physics, 
Discrete Fourier Transform  
  Read More

Monte Carlo Integration

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

 
Monte Carlo, 
Statistics, 
Mathematics  
  Read More
Previous
Next
  • 1
  • …
  • 5
  • 6
  • 7
  • 8
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1081

Categories

8

Tags

696

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog514
  • essay275
  • life237
  • miscellaneous2
  • photography5
  • project20
  • reading8

follow.it

Recents

06-03-2025

唐探 1900

essay

06-02-2025

Hosting FTP Server on Router

blog

06-01-2025

2025 San Jose Half Marathon 竞赛

life

05-31-2025

May 2025 Random Photos

photography

05-31-2025

Mountain View Shoreline Park

photography

Archives

  • June 20253
  • May 202527
  • April 202521
  • March 202525
  • February 202521
  • See All >>

Tags

Outdoors241
Hiking182
California172
CPP109
Mathematics91
Deep Learning80
CUDA50
Running48
Software Engineering35
Machine Learning34
Python32
Racing31
Statistics31
Linux30
Park30
Movie28
Docker26
China25
Museum23
Physics23
See All >>
Lei Mao's Log Book

© 2017-2025 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×