Jean-yves Audibert
8 papers · 2007–2013 · 3 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (12) ๐บ๏ธ Taxonomy Completionist (20) ๐ Interdisciplinary Bridge ๐งญ Keyword Pioneer ๐ฃ Hot Topic Early Bird
๐
Conference Polyglot
(3)
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Academic Marathon
(6)
๐๏ธ
Keyword Collector
(53)
๐
Trend Setter
๐
Conference Pioneer
Conferences
JMLR (5)
NIPS (2)
COLT (1)
Top co-authors
Keywords
regret bound
(3)
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)
random walk
(1)
gradient descent
(1)
reference sets
(1)
online learning
(1)
deviation bounds
(1)
least squares loss
(1)
arm selection
(1)
progressive mixture rules
(1)
Papers
Lower Bounds and Selectivity of Weak-Consistent Policies in Stochastic Multi-Armed Bandit Problem
JMLR 2013
Structured Variable Selection with Sparsity-Inducing Norms
JMLR 2011
Minimax Policies for Combinatorial Prediction Games
COLT 2011
Regret Bounds and Minimax Policies under Partial Monitoring
JMLR 2010
Algorithms for Infinitely Many-Armed Bandits
NIPS 2008
Graph Laplacians and their Convergence on Random Neighborhood Graphs
JMLR 2007
Combining PAC-Bayesian and Generic Chaining Bounds
JMLR 2007
Progressive mixture rules are deviation suboptimal
NIPS 2007