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20142021
most citedRisk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm

85 citations · 100 across the 5 of their papers we have counts for

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stat.ML2014

On the Generalization of the C-Bound to Structured Output Ensemble Methods

François Laviolette, Emilie Morvant, Liva Ralaivola +1

This paper generalizes an important result from the PAC-Bayesian literature for binary classification to the case of ensemble methods for structured outputs. We prove a generic ver…