Algorithms · Clustering

TitleAuthors
Coresets for Clustering with Fairness ConstraintsLingxiao Huang · Shaofeng Jiang · Nisheeth Vishnoi
Correlation Clustering with Adaptive Similarity QueriesMarco Bressan · Nicolò Cesa-Bianchi · Andrea Paudice · Fabio Vitale
Correlation clustering with local objectivesSanchit Kalhan · Konstantin Makarychev · Timothy Zhou
Foundations of Comparison-Based Hierarchical ClusteringDebarghya Ghoshdastidar · Michaël Perrot · Ulrike von Luxburg
Fully Dynamic Consistent Facility LocationVincent Cohen-Addad · Niklas Oskar D Hjuler · Nikos Parotsidis · David Saulpic · Chris Schwiegelshohn
Greedy Sampling for Approximate Clustering in the Presence of OutliersAditya Bhaskara · Sharvaree Vadgama · Hong Xu
k-Means Clustering of Lines for Big DataYair Marom · Dan Feldman
Near Neighbor: Who is the Fairest of Them All?Sariel Har-Peled · Sepideh Mahabadi
Random Projections and Sampling Algorithms for Clustering of High-Dimensional Polygonal CurvesStefan Meintrup · Alexander Munteanu · Dennis Rohde
Same-Cluster Querying for Overlapping ClustersWasim Huleihel · Arya Mazumdar · Muriel Medard · Soumyabrata Pal
Selective Sampling-based Scalable Sparse Subspace ClusteringShin Matsushima · Maria Brbic
Spectral Modification of Graphs for Improved Spectral ClusteringIoannis Koutis · Huong Le
Subquadratic High-Dimensional Hierarchical ClusteringAmir Abboud · Vincent Cohen-Addad · Hussein Houdrouge
Ultra Fast Medoid Identification via Correlated Sequential HalvingTavor Baharav · David Tse
Ultrametric Fitting by Gradient DescentGiovanni Chierchia · Benjamin Perret