Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Machine Learning

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  
  Read More

Simple Inference Server

 12-30-2020 12-30-2020 project 7 minutes read (About 979 words)
Running Machine Learning Inference as Service from Scratch

 
Machine Learning, 
Deep Learning, 
Python, 
Inference  
  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

Population Based Training

 06-28-2020 06-28-2020 blog 14 minutes read (About 2061 words)
Model Optimization with Genetically Evolved Hyperparameters

 
Machine Learning, 
Optimization, 
Genetics Algorithm  
  Read More

Quantization for Neural Networks

 05-17-2020 02-09-2023 article an hour read (About 6957 words)
Mathematical Foundations to Neural Network Quantization

 
Machine Learning, 
Deep Learning, 
Mathematics, 
Neural Network, 
Quantization, 
Matrix Multiplication  
  Read More

Gated Linear Units (GLU) and Gated CNN

 03-09-2020 03-09-2020 blog 6 minutes read (About 827 words)
Gated Linear Units and Gated CNN Explained

 
Machine Learning, 
Deep Learning, 
Natural Language Processing  
  Read More

Evolved Transformer Explained

 03-07-2020 03-07-2020 blog 5 minutes read (About 777 words)
Evolution Search on Transformer Neural Network Architectures

 
Machine Learning, 
Deep Learning, 
Natural Language Processing, 
Transformer, 
Neural Architecture Search, 
Evolution Algorithm  
  Read More

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  
  Read More

Gradient Boosting Machine

 01-26-2020 01-26-2020 article 12 minutes read (About 1779 words)
Fundamental Theories of Gradient Boosting Machine

 
Machine Learning, 
Data Science  
  Read More

Save, Load and Inference From TensorFlow 2.x Frozen Graph

 01-09-2020 01-09-2020 blog 6 minutes read (About 826 words)
Continuing to Support Frozen Graph for TensorFlow 2.x

 
Machine Learning, 
Deep Learning, 
TensorFlow  
  Read More

Word2Vec Models Revisited

 08-23-2019 08-23-2019 article 24 minutes read (About 3525 words)
A Review on the Classic Word2Vec Models

 
Machine Learning, 
Natural Language Processing, 
Optimization  
  Read More

Hierarchical Softmax

 08-17-2019 08-17-2019 article 8 minutes read (About 1194 words)
Orchestrated Softmax for Fast Language Model Training

 
Machine Learning, 
Natural Language Processing, 
Optimization  
  Read More
Previous
Next
  • 1
  • 2
  • 3
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1211

Categories

8

Tags

752

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog540
  • essay307
  • life271
  • miscellaneous2
  • photography43
  • project20
  • reading8

follow.it

Recents

10-20-2025

CuTe Arithmetic Tuple Tensor

blog

10-19-2025

第一次使用摄影独脚架的感受

essay

10-18-2025

Don Edwards San Francisco Bay National Wildlife Refuge - Ravenswood

photography

10-18-2025

Ravenswood Open Space Preserve

photography

10-18-2025

Don Edwards San Francisco Bay National Wildlife Refuge - Ravenswood 徒步

life

Archives

  • October 202521
  • September 202515
  • August 202527
  • July 202523
  • June 202547
  • See All >>

Tags

Outdoors276
Hiking211
California207
CPP114
Mathematics102
Deep Learning84
CUDA64
Running53
Photography52
Software Engineering36
Wildlife35
Bird34
Machine Learning34
Python34
Racing34
Movie32
Statistics31
Linux30
Park30
China29
See All >>
Lei Mao's Log Book

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

×