Danny Vainstein
4 papers · 2020–2023 · 4 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
(11)
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Hot Topic Early Bird
Venues
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Research topics
Keywords
hierarchical clustering
(3)
approximation algorithm
(3)
learning theory
(1)
online learning
(1)
graph clustering
(1)
sample complexity
(1)
pac learning
(1)
correlation clustering
(1)
hierarchical structure
(1)
data stream
(1)
tree structure
(1)
tree classifier
(1)
decision tree
(1)
scalable algorithm
(1)
data stream clustering
(1)
metric data
(1)
revenue approximation
(1)
natarajan dimension
(1)
clustering tree
(1)
combinatorial optimization
(1)
Papers
Tree Learning: Optimal Sample Complexity and Algorithms
AAAI 2023
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees
ICML 2021
Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering
AISTATS 2021
Hierarchical Clustering: A 0.585 Revenue Approximation
COLT 2020