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

1308

Categories

8

Tags

794

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog561
  • essay331
  • life300
  • miscellaneous2
  • photography65
  • project20
  • reading8

follow.it

Recents

02-28-2026

Fix MacBook Pro Space Key Stuck Problem

blog

02-28-2026

2026 年 1 月和 2 月该入手的模型手办

essay

02-28-2026

2026 Brazen Victory 10K 竞赛

life

02-23-2026

儿时的玩伴李峰

essay

02-21-2026

Marsh Creek Regional Trail 徒步

life

Archives

  • February 202617
  • January 202616
  • December 202535
  • November 202525
  • October 202524
  • See All >>

Tags

Outdoors305
California236
Hiking233
CPP120
Mathematics102
Deep Learning84
Photography79
CUDA71
Running63
Wildlife56
Bird50
Racing41
Python36
Software Engineering36
Machine Learning34
Movie33
Statistics32
China31
NVIDIA31
Park31
See All >>
Lei Mao's Log Book

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

×