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

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

Multivariate Jensen's Inequality

 10-09-2020 01-26-2021 blog 6 minutes read (About 840 words)
Simple Proof to Multivariate Jensen's Inequality

 
Mathematics  
  Read More

Grover's Algorithm

 08-22-2020 08-22-2020 blog 29 minutes read (About 4290 words)
An $O(\sqrt N)$ Quantum Searching Algorithm for Unstructured Database

 
Mathematics, 
Physics, 
Quantum Mechanics, 
Electrical Engineering  
  Read More

Simon's Algorithm

 07-26-2020 08-07-2020 blog 36 minutes read (About 5469 words)
Our First Quantum Computing Algorithm that Requires Running Multiple Times

 
Mathematics, 
Physics, 
Quantum Mechanics, 
Electrical Engineering  
  Read More

Cross Entropy Loss VS Log Loss VS Sum of Log Loss

 07-18-2020 07-18-2020 blog 23 minutes read (About 3404 words)
Conventional Classification Loss Functions Elucidated

 
Machine Learning, 
Mathematics, 
Optimization  
  Read More
Previous
Next
  • 1
  • …
  • 6
  • 7
  • 8
  • 9
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1179

Categories

8

Tags

740

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog532
  • essay298
  • life263
  • miscellaneous2
  • photography36
  • project20
  • reading8

follow.it

Recents

09-15-2025

CuTe Tilers

blog

09-13-2025

Henry W. Coe State Park China Hole Trail Loop

photography

09-13-2025

Henry W. Coe State Park China Hole Trail Loop 徒步

life

09-09-2025

2025 年再次感染 COVID-19

essay

09-08-2025

TensorRT Plugin Version and Namespace

blog

Archives

  • September 20255
  • August 202526
  • July 202523
  • June 202547
  • May 202527
  • See All >>

Tags

Outdoors267
Hiking202
California198
CPP113
Mathematics99
Deep Learning83
CUDA58
Running51
Photography43
Software Engineering36
Machine Learning34
Python34
Racing33
Movie32
Statistics31
Linux30
Park30
China29
Bird27
Wildlife27
See All >>
Lei Mao's Log Book

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

×