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Optimal Sample Complexity of Contrastive Learning

Optimal Sample Complexity of Contrastive Learning

1 December 2023
Noga Alon
Dmitrii Avdiukhin
Dor Elboim
Orr Fischer
G. Yaroslavtsev
    SSL
ArXivPDFHTML

Papers citing "Optimal Sample Complexity of Contrastive Learning"

6 / 6 papers shown
Title
Seal Your Backdoor with Variational Defense
Ivan Sabolić
Matej Grcić
Sinisa Segvic
AAML
159
0
0
11 Mar 2025
Contrastive Learning with Nasty Noise
Contrastive Learning with Nasty Noise
Ziruo Zhao
SSL
45
0
0
25 Feb 2025
Towards Efficient Contrastive PAC Learning
Jie Shen
31
0
0
21 Feb 2025
Contrastive Learning Inverts the Data Generating Process
Contrastive Learning Inverts the Data Generating Process
Roland S. Zimmermann
Yash Sharma
Steffen Schneider
Matthias Bethge
Wieland Brendel
SSL
238
207
0
17 Feb 2021
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
284
2,890
0
15 Sep 2016
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
245
31,257
0
16 Jan 2013
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