Azin Ashkan
5 papers · 2015–2015 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Prolific Year · Productive
Venues
Research topics
Keywords
multi-armed bandit
(3)
stochastic optimization
(3)
regret bound
(3)
online learning
(3)
combinatorial optimization
(2)
ucb algorithm
(2)
combinatorial semi-bandit
(2)
learning to rank
(1)
regret analysis
(1)
partial monitoring
(1)
linear generalization
(1)
combinatorial bandit
(1)
cascade model
(1)
cascading bandit
(1)
thompson sampling
(1)
Papers
Cascading Bandits: Learning to Rank in the Cascade Model
ICML 2015
Combinatorial Cascading Bandits
NeurIPS 2015
Efficient Learning in Large-Scale Combinatorial Semi-Bandits
ICML 2015
Optimal Greedy Diversity for Recommendation
IJCAI 2015
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits
AISTATS 2015