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

1497

Categories

8

Tags

852

  Follow   Sponsor

Advertisement


Categories

  • article21
  • blog596
  • essay378
  • life363
  • miscellaneous2
  • photography109
  • project20
  • reading8

follow.it

Recents

11-05-2026

Performance Bottleneck from Hidden Atomic Operations

blog

11-05-2026

PokéBonk

essay

11-01-2026

老江湖

essay

10-31-2026

Alum Rock Park and Sierra Vista Open Space 徒步

life

10-31-2026

Alum Rock Park and Sierra Vista Open Space

photography

Archives

  • November 20263
  • October 202632
  • September 202624
  • August 202625
  • July 202623
  • See All >>

Tags

Outdoors369
California303
Hiking275
Photography128
CPP125
Mathematics104
Wildlife96
Bird89
Deep Learning87
CUDA86
Running86
Racing61
Movie51
Python38
Software Engineering37
China36
Machine Learning35
NVIDIA35
Accelerated Computing34
PyTorch34
See All >>
Lei Mao's Log Book

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

×