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, 
Taylor Expansion, 
Neural Network Pruning  
  Read More
Lei Mao

Lei Mao

Artificial Intelligence Machine Learning Computer Science

Menlo Park, California

Posts

1345

Categories

8

Tags

810

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog570
  • essay342
  • life311
  • miscellaneous2
  • photography71
  • project20
  • reading8

follow.it

Recents

04-30-2026

2026 年 3 月和 4 月该入手的模型手办

essay

04-29-2026

Docker Container GUI Display Using Wayland

blog

04-26-2026

马拉松破二

essay

04-25-2026

2026 Heart & Soles Run 5K 竞赛

life

04-22-2026

How Is FARS, The Fully Automated Research System?

blog

Archives

  • April 202618
  • March 202618
  • February 202617
  • January 202616
  • December 202536
  • See All >>

Tags

Outdoors316
California247
Hiking239
CPP121
Mathematics102
Deep Learning86
Photography85
CUDA74
Running70
Wildlife62
Bird56
Racing46
Movie37
Python36
Software Engineering36
Machine Learning34
Linux32
NVIDIA32
Statistics32
China31
See All >>
Lei Mao's Log Book

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

×