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

Variational Autoencoder

 06-02-2024 06-02-2024 blog 26 minutes read (About 3899 words)
Optimizing Probabilistic Models with Latent Variables

 
Machine Learning, 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference, 
Variational Autoencoder, 
VAE  
  Read More

CUDA Shared Memory Swizzling

 05-14-2024 07-31-2024 blog 26 minutes read (About 3899 words)
Dealing With CUDA Shared Memory Bank Conflicts Using Swizzling

 
Mathematics, 
CUDA, 
NVIDIA, 
GPU  
  Read More

Reparameterization Trick

 05-08-2024 05-08-2024 blog 12 minutes read (About 1749 words)
How Distribution of a Random Variable Changes when the Variable is Transformed in a Deterministic Way

 
Deep Learning, 
Statistics, 
Probability, 
Mathematics, 
Jacobian, 
Variational Autoencoder  
  Read More

Transformations of Random Variables

 04-28-2024 04-28-2024 blog 6 minutes read (About 862 words)
How Distribution of a Random Variable Changes When the Variable is Transformed in a Deterministic Way

 
Statistics, 
Probability, 
Mathematics, 
Jacobian  
  Read More

Marginal Likelihood Estimation

 04-21-2024 04-21-2024 blog 7 minutes read (About 1093 words)
Dealing with the Intractable Marginal Likelihood in Bayesian Inference

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Expectation Maximization Algorithm

 04-15-2024 04-15-2024 blog an hour read (About 6724 words)
Optimizing Probabilistic Models with Latent Variables

 
Statistics, 
Probability, 
Mathematics, 
Bayesian Inference  
  Read More

Integration By Substitution

 04-08-2024 04-08-2024 blog 16 minutes read (About 2377 words)
Proof for Univariate and Multivariate Definite Integration by Substitution

 
Mathematics, 
Calculus, 
Jacobian  
  Read More

Determinant and Hyper Volume

 04-01-2024 04-01-2024 blog 21 minutes read (About 3100 words)
The Existence and the Uniqueness of Determinant and Its Relationship with Hyper Volume

 
Mathematics, 
Linear Algebra, 
Geometry, 
Calculus, 
Determinant  
  Read More

Quantization Unit Test

 03-25-2024 03-25-2024 blog 5 minutes read (About 748 words)
How To Unit Test Quantization Implementation

 
Deep Learning, 
Mathematics, 
Quantization, 
Software Engineering, 
Unit Test  
  Read More

P VS NP, NP Complete, NP Hard

 11-20-2023 11-20-2023 blog 14 minutes read (About 2045 words)
Introductions to the P VS NP Problem

 
Mathematics, 
Computer Science, 
Theoretical Computer Science  
  Read More

Matrix Block Diagonalization Theorem

 10-30-2023 10-30-2023 blog 10 minutes read (About 1450 words)
Geometry of $n \times n$ Matrices with Complex Eigenvalues

 
Mathematics, 
Linear Algebra, 
Geometry  
  Read More

Matrix Rotation-Scaling Theorem

 10-23-2023 10-23-2023 blog 10 minutes read (About 1439 words)
Geometry of $2 \times 2$ Matrices with a Non-Real Complex Eigenvalue

 
Mathematics, 
Linear Algebra, 
Geometry  
  Read More
Previous
Next
  • 1
  • 2
  • 3
  • 4
  • …
  • 9
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1158

Categories

8

Tags

731

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog528
  • essay293
  • life258
  • miscellaneous2
  • photography29
  • project20
  • reading8

follow.it

Recents

08-15-2025

美国回收物盗窃

essay

08-13-2025

CuTe Inverse Layout

blog

08-11-2025

来自谁的启示

essay

08-09-2025

Coyote Hills Regional Park

photography

08-09-2025

Coyote Hills Regional Park 徒步

life

Archives

  • August 202512
  • July 202522
  • June 202546
  • May 202527
  • April 202521
  • See All >>

Tags

Outdoors262
Hiking198
California193
CPP111
Mathematics98
Deep Learning82
CUDA56
Running50
Photography36
Software Engineering35
Machine Learning34
Python33
Movie32
Racing32
Statistics31
Linux30
Park30
China29
Docker26
Museum25
See All >>
Lei Mao's Log Book

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

×