Azin Ashkan
5 papers · 2015–2015 · 4 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (10) 🐝 Cross-Pollinator (15)
🌉
Interdisciplinary Bridge
⚡
Prolific Year
(5)
Conferences
ICML (2)
AISTATS (1)
IJCAI (1)
NIPS (1)
Keywords
regret bound
(3)
stochastic optimization
(3)
combinatorial optimization
(2)
online learning
(2)
ucb algorithm
(2)
multi-armed bandit
(2)
combinatorial semi-bandit
(2)
cascading bandit
(1)
regret analysis
(1)
partial monitoring
(1)
linear generalization
(1)
combinatorial bandit
(1)
learning to rank
(1)
cascade model
(1)
thompson sampling
(1)
Papers
Combinatorial Cascading Bandits
NIPS 2015
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits
AISTATS 2015
Cascading Bandits: Learning to Rank in the Cascade Model
ICML 2015
Efficient Learning in Large-Scale Combinatorial Semi-Bandits
ICML 2015
Optimal Greedy Diversity for Recommendation
IJCAI 2015