Why Quantization Improves Generalization: NTK of Binary Weight Neural
Networks

Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks

13 June 2022

Ming Yin

Papers citing "Why Quantization Improves Generalization: NTK of Binary Weight Neural Networks"

5 / 5 papers shown

Title
QGen: On the Ability to Generalize in Quantization Aware Training Mohammadhossein Askarihemmat Ahmadreza Jeddi Reyhane Askari Hemmat Ivan Lazarevich Alexander Hoffman Sudhakar Sah Ehsan Saboori Yvon Savaria Jean-Pierre David MQ 21 0 0 17 Apr 2024
QReg: On Regularization Effects of Quantization Mohammadhossein Askarihemmat Reyhane Askari Hemmat Alexander Hoffman Ivan Lazarevich Ehsan Saboori Olivier Mastropietro Sudhakar Sah Yvon Savaria J. David MQ 37 5 0 24 Jun 2022
Pruning and Quantization for Deep Neural Network Acceleration: A Survey Tailin Liang C. Glossner Lei Wang Shaobo Shi Xiaotong Zhang MQ 124 671 0 24 Jan 2021
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks Blake Bordelon Abdulkadir Canatar C. Pehlevan 131 200 0 07 Feb 2020
The Loss Surfaces of Multilayer Networks A. Choromańska Mikael Henaff Michaël Mathieu Gerard Ben Arous Yann LeCun ODL 175 1,185 0 30 Nov 2014