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PAC-Bayes bounds for stable algorithms with instance-dependent priors

PAC-Bayes bounds for stable algorithms with instance-dependent priors

18 June 2018
Omar Rivasplata
E. Parrado-Hernández
John Shawe-Taylor
Shiliang Sun
Csaba Szepesvári
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Papers citing "PAC-Bayes bounds for stable algorithms with instance-dependent priors"

3 / 3 papers shown
Title
Randomized Pairwise Learning with Adaptive Sampling: A PAC-Bayes Analysis
Randomized Pairwise Learning with Adaptive Sampling: A PAC-Bayes Analysis
Sijia Zhou
Yunwen Lei
Ata Kabán
79
0
0
03 Apr 2025
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift
Leveraging Gradients for Unsupervised Accuracy Estimation under Distribution Shift
Renchunzi Xie
Ambroise Odonnat
Vasilii Feofanov
I. Redko
Jianfeng Zhang
Bo An
UQCV
111
1
0
17 Jan 2024
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications
Huayi Tang
Yong Liu
83
0
0
08 Nov 2023
1