Margareta Ackerman
6 papers · 2005–2016 · 3 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Half ๐ Interdisciplinary Bridge ยท Silver ๐ฃ Hot Topic Early Bird ๐ฑ Topic Pioneer
๐
Keyword Trendsetter Combo
(3)
๐งญ
Keyword Pioneer
๐
Trend Setter
Venues
Top co-authors
Research topics
Keywords
clustering algorithm
(4)
k-means clustering
(3)
linkage-based algorithm
(2)
theoretical analysis
(2)
hierarchical clustering
(1)
clustering quality
(1)
axiomatization framework
(1)
partition evaluation
(1)
cluster structure
(1)
quality axioms
(1)
data partitions
(1)
algorithm selection
(1)
clustering paradigms
(1)
impossibility result
(1)
incremental clustering
(1)
randomized algorithm
(1)
batch processing
(1)
data mining
(1)
polynomial time algorithm
(1)
clustering method
(1)
Papers
A Characterization of Linkage-Based Hierarchical Clustering
JMLR 2016
Incremental Clustering: The Case for Extra Clusters
NeurIPS 2014
Clustering Oligarchies
AISTATS 2013
Towards Property-Based Classification of Clustering Paradigms
NeurIPS 2010
Measures of Clustering Quality: A Working Set of Axioms for Clustering
NeurIPS 2008
Clusterability: A Theoretical Study
AISTATS 2005