Wenbo Ren
4 papers · 2019–2021 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Cross-Pollinator (15) π Conference Polyglot (3) π§ Keyword Pioneer
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Hot Topic Early Bird
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Trend Setter
Conferences
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
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
NIPS 2021
The Sample Complexity of Best-$k$ Items Selection from Pairwise Comparisons
ICML 2020
On Sample Complexity Upper and Lower Bounds for Exact Ranking from Noisy Comparisons
NIPS 2019
Exploring $k$ out of Top $Ο$ Fraction of Arms in Stochastic Bandits
AISTATS 2019