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

1261

Categories

8

Tags

780

  Follow   Sponsor

Advertisement


Categories

  • article20
  • blog554
  • essay321
  • life284
  • miscellaneous2
  • photography52
  • project20
  • reading8

follow.it

Recents

01-08-2026

《故事会》里我至今记忆犹新的两个笑话

essay

01-06-2026

Disqus Affiliate Links URL Hijacking

blog

01-01-2026

California Point Reyes 自驾游

life

12-31-2025

Inspecting and Visualizing Torch FX Graph

blog

12-31-2025

2025 年 11 月和 12 月该入手的模型手办

essay

Archives

  • January 20263
  • December 202519
  • November 202525
  • October 202524
  • September 202515
  • See All >>

Tags

Outdoors289
Hiking221
California220
CPP119
Mathematics102
Deep Learning84
CUDA68
Photography66
Running59
Wildlife44
Bird39
Racing37
Python36
Software Engineering36
Machine Learning34
Movie33
Statistics32
Park31
Linux30
China29
See All >>
Lei Mao's Log Book

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

×