Jean-yves Audibert
8 papers · 2007–2013 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(3)
🧭
Keyword Pioneer
🚀
Conference Pioneer
🗃️
Keyword Collector
(58)
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
regret bound
(4)
multi-armed bandit
(2)
upper confidence bound
(2)
stochastic process
(2)
semi-supervised learning
(1)
model selection
(1)
stochastic optimization
(1)
manifold learning
(1)
learning theory
(1)
spectral clustering
(1)
graph laplacian
(1)
convex optimization
(1)
statistical learning theory
(1)
random walk
(1)
progressive mixture rules
(1)
online learning
(1)
generalization error
(1)
deviation bounds
(1)
reference sets
(1)
gradient descent
(1)
Papers
Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem
JMLR 2013
Minimax Policies for Combinatorial Prediction Games
COLT 2011
Structured Variable Selection with Sparsity-Inducing Norms
JMLR 2011
Regret Bounds and Minimax Policies under Partial Monitoring
JMLR 2010
Algorithms for Infinitely Many-Armed Bandits
NeurIPS 2008
Combining PAC-Bayesian and Generic Chaining Bounds
JMLR 2007
Graph Laplacians and their Convergence on Random Neighborhood Graphs
JMLR 2007
Progressive mixture rules are deviation suboptimal
NeurIPS 2007