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PAC-Bayes bounds for stable algorithms with instance-dependent priors.
Omar Rivasplata
Csaba Szepesvári
John Shawe-Taylor
Emilio Parrado-Hernández
Shiliang Sun
Published in:
NeurIPS (2018)
Keyphrases
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pac bayes
worst case
generalization bounds
theoretical analysis
benchmark datasets
upper and lower bounds
learning algorithm
active learning
data dependent
risk bounds