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Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective

Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective

15 May 2022
Keitaro Sakamoto
Issei Sato
ArXivPDFHTML

Papers citing "Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective"

7 / 7 papers shown
Title
A Survey of Lottery Ticket Hypothesis
A Survey of Lottery Ticket Hypothesis
Bohan Liu
Zijie Zhang
Peixiong He
Zhensen Wang
Yang Xiao
Ruimeng Ye
Yang Zhou
Wei-Shinn Ku
Bo Hui
UQCV
37
12
0
07 Mar 2024
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model
Successfully Applying Lottery Ticket Hypothesis to Diffusion Model
Chao Jiang
Bo Hui
Bohan Liu
Da Yan
DiffM
29
14
0
28 Oct 2023
HyperSparse Neural Networks: Shifting Exploration to Exploitation
  through Adaptive Regularization
HyperSparse Neural Networks: Shifting Exploration to Exploitation through Adaptive Regularization
Patrick Glandorf
Timo Kaiser
Bodo Rosenhahn
36
5
0
14 Aug 2023
Quantifying lottery tickets under label noise: accuracy, calibration,
  and complexity
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
V. Arora
Daniele Irto
Sebastian Goldt
G. Sanguinetti
34
2
0
21 Jun 2023
Improving Generalization in Meta-Learning via Meta-Gradient Augmentation
Improving Generalization in Meta-Learning via Meta-Gradient Augmentation
Ren Wang
Haoliang Sun
Qi Wei
Xiushan Nie
Yuling Ma
Yilong Yin
10
0
0
14 Jun 2023
The large learning rate phase of deep learning: the catapult mechanism
The large learning rate phase of deep learning: the catapult mechanism
Aitor Lewkowycz
Yasaman Bahri
Ethan Dyer
Jascha Narain Sohl-Dickstein
Guy Gur-Ari
ODL
159
234
0
04 Mar 2020
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp
  Minima
On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima
N. Keskar
Dheevatsa Mudigere
J. Nocedal
M. Smelyanskiy
P. T. P. Tang
ODL
278
2,888
0
15 Sep 2016
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