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

2D Plane Transformation

 12-06-2021 03-01-2023 blog 15 minutes read (About 2311 words)
Common 2D Plane Transformation Mathematics and Properties

 
Mathematics, 
Geometry  
  Read More

3D Line Mathematics

 11-29-2021 11-29-2021 blog 6 minutes read (About 903 words)
3D Line Mathematics Using Homogeneous and Inhomogeneous Coordinates

 
Mathematics  
  Read More

Depthwise Separable Convolution

 11-08-2021 11-08-2021 blog 7 minutes read (About 1018 words)
Reducing Memory and Math Bandwidth Requirements for Convolution

 
Deep Learning, 
Mathematics  
  Read More

2D Line Mathematics Using Homogeneous Coordinates

 11-01-2021 11-01-2021 blog 6 minutes read (About 880 words)
Computing 2D Line and 2D Line Intersection Using Cross-Product

 
Mathematics  
  Read More

Multi-Thread Single-Stream VS Single-Thread Multi-Stream CUDA

 10-18-2021 05-12-2022 blog 13 minutes read (About 1946 words)
CUDA Programming Choices for CUDA Stream

 
Deep Learning, 
Mathematics, 
CUDA, 
High Performance Computing, 
Computer Architecture, 
Parallel Computing  
  Read More

Math-Bound VS Memory-Bound Operations

 10-11-2021 09-18-2023 blog 8 minutes read (About 1188 words)
Computation Bandwidth, Memory Bandwidth, and Data Reuse

 
Deep Learning, 
Mathematics, 
Computer Architecture  
  Read More

Fast Fourier Transform for Convolution

 10-04-2021 09-20-2022 blog 9 minutes read (About 1346 words)
Understand Asymptotically Faster Convolution Using Fast Fourier Transform

 
Deep Learning, 
Mathematics  
  Read More

Cross-Correlation VS Convolution

 09-27-2021 09-27-2021 blog 6 minutes read (About 903 words)
A Historical Ambiguity in Deep Learning

 
Deep Learning, 
Mathematics  
  Read More

Cosine Similarity VS Pearson Correlation Coefficient

 09-22-2021 09-22-2021 blog 4 minutes read (About 559 words)
Definitions and Caveats for Cosine Similarity and Pearson Correlation Coefficient

 
Mathematics  
  Read More

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
Previous
Next
  • 1
  • …
  • 5
  • 6
  • 7
  • 8
  • 9
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Santa Clara, California

Posts

1199

Categories

8

Tags

750

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog537
  • essay304
  • life268
  • miscellaneous2
  • photography40
  • project20
  • reading8

follow.it

Recents

10-10-2025

Setting Up Environment Variables In SSH Sessions Over TCP On Runpod

blog

10-09-2025

Pacific Commons Linear Park

photography

10-09-2025

Pacific Commons Linear Park 徒步

life

10-08-2025

Setting Up Remote Development Using Custom Template On Runpod

blog

10-07-2025

恶魔阿萨谢尔在召唤你

essay

Archives

  • October 20259
  • September 202515
  • August 202527
  • July 202523
  • June 202547
  • See All >>

Tags

Outdoors273
Hiking207
California204
CPP114
Mathematics100
Deep Learning84
CUDA61
Running52
Photography48
Software Engineering36
Machine Learning34
Python34
Racing34
Movie32
Bird31
Statistics31
Wildlife31
Linux30
Park30
China29
See All >>
Lei Mao's Log Book

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

×