Lei Mao's Log Book
Lei Mao's Log BookCurriculumBlogArticlesProjectsPublicationsReadingsLifeEssayPhotographyArchivesCategoriesTagsFAQs
  • Tags
  • Neural Network Pruning

Optimal Brain Surgeon

 05-14-2025 05-14-2025 blog 40 minutes read (About 6047 words)
Derivation and Extension of The Classical Optimal Brain Surgeon Algorithm

 
Deep Learning, 
Mathematics, 
Neural Networks, 
Calculus, 
Neural Network Pruning  
  Read More

LoRA and LoRAPrune

 07-11-2024 07-11-2024 blog 11 minutes read (About 1664 words)
Fine-Tuning and Pruning of Large Language Models Using Low-Rank Adaptation

 
Deep Learning, 
Neural Network, 
Neural Network Pruning, 
LoRA, 
LoRAPrune  
  Read More

Parameter Importance Approximation Via Taylor Expansion In Neural Network Pruning

 06-20-2024 07-07-2024 blog 12 minutes read (About 1778 words)
Scoring Neural Network Parameter Importance Faster

 
Deep Learning, 
Mathematics, 
Neural Network Pruning, 
Taylor Expansion  
  Read More
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1319

Categories

8

Tags

800

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog564
  • essay334
  • life303
  • miscellaneous2
  • photography67
  • project20
  • reading8

follow.it

Recents

03-20-2026

CUDA_LAUNCH_BLOCKING=1

blog

03-20-2026

踏切时间

essay

03-14-2026

Wildcat Canyon Regional Park 徒步

life

03-14-2026

Wildcat Canyon Regional Park

photography

03-13-2026

Credit Card Unauthorized Transaction While In Possession

blog

Archives

  • March 202611
  • February 202617
  • January 202616
  • December 202535
  • November 202525
  • See All >>

Tags

Outdoors308
California239
Hiking235
CPP120
Mathematics102
Deep Learning84
Photography81
CUDA72
Running64
Wildlife58
Bird52
Racing42
Python36
Software Engineering36
Machine Learning34
Movie34
Statistics32
China31
NVIDIA31
Park31
See All >>
Lei Mao's Log Book

© 2017-2026 Lei Mao  Powered by Hexo & Icarus
Site UV:  Site PV:

×