Wenbo Ren
4 papers · 2019–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Silver
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Taxonomy Completionist
(10)
๐ฃ
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
sample complexity
(4)
pac learning
(2)
top-k selection
(2)
active learning
(2)
pairwise ranking
(1)
pairwise comparison
(1)
adaptive algorithm
(1)
lower bound
(1)
stochastic bandit
(1)
noisy comparison
(1)
multi-wise comparison
(1)
full ranking
(1)
best-k selection
(1)
arm selection
(1)
listwise ranking
(1)
active ranking
(1)
Papers
Sample Complexity Bounds for Active Ranking from Multi-wise Comparisons
NeurIPS 2021
The Sample Complexity of Best-k Items Selection from Pairwise Comparisons
ICML 2020
Exploring k out of Top ฯ Fraction of Arms in Stochastic Bandits
AISTATS 2019
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons
NeurIPS 2019