Jean-Francis Roy
4 papers · 2014–2016 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Hot Topic Early Bird
Venues
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Research topics
Keywords
generalization bound
(2)
ensemble learning
(2)
learning theory
(2)
majority vote
(1)
column generation
(1)
kullback-leibler divergence
(1)
sparse distribution
(1)
generalization error
(1)
pac-bayesian analysis
(1)
support vector machine
(1)
pac-bayesian bound
(1)
risk bound
(1)
pac-bayesian theory
(1)
rényi divergence
(1)
binary classification
(1)
transductive learning
(1)
Papers
A Column Generation Bound Minimization Approach with PAC-Bayesian Generalization Guarantees
AISTATS 2016
PAC-Bayesian Bounds based on the Rényi Divergence
AISTATS 2016
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm
JMLR 2015
PAC-Bayesian Theory for Transductive Learning
AISTATS 2014