Danny Vainstein
4 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Cross-Pollinator (12) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π§ Keyword Pioneer
π£
Hot Topic Early Bird
Conferences
AAAI (1)
AISTATS (1)
COLT (1)
ICML (1)
Top co-authors
Keywords
hierarchical clustering
(3)
approximation algorithm
(2)
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 datum
(1)
revenue approximation
(1)
combinatorial optimization
(1)
natarajan dimension
(1)
representation learning
(1)
Papers
Tree Learning: Optimal Sample Complexity and Algorithms
AAAI 2023
Hierarchical Clustering via Sketches and Hierarchical Correlation Clustering
AISTATS 2021
Hierarchical Clustering of Data Streams: Scalable Algorithms and Approximation Guarantees
ICML 2021
Hierarchical Clustering: A 0.585 Revenue Approximation
COLT 2020