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

1383

Categories

8

Tags

821

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog578
  • essay352
  • life322
  • miscellaneous2
  • photography80
  • project20
  • reading8

follow.it

Recents

06-16-2026

2026 FIFA World Cup 备受嘲讽的会徽

essay

06-14-2026

Python Debugging Via VS Code In Docker Container

blog

06-13-2026

Vargas Plateau Regional Park 徒步

life

06-13-2026

Vargas Plateau Regional Park

photography

06-12-2026

Apex

essay

Archives

  • June 202614
  • May 202624
  • April 202618
  • March 202618
  • February 202617
  • See All >>

Tags

Outdoors327
California258
Hiking246
CPP122
Mathematics102
Photography95
Deep Learning87
CUDA75
Running74
Wildlife71
Bird65
Racing50
Movie41
Python38
Software Engineering36
Machine Learning35
China33
Linux32
NVIDIA32
Statistics32
See All >>
Lei Mao's Log Book

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

×