conftrace_

clustering algorithm

206 papers

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Co-occurring keywords

unsupervised learning (3264) k-means clustering (235) approximation algorithm (630) hierarchical clustering (232) spectral clustering (305) image segmentation (971) fair clustering (43) cluster analysis (92) convex optimization (1321) differential privacy (1016)

Papers

Small-Variance Asymptotics for Exponential Family Dirichlet Process Mixture Models NIPS 2012
Consistency and Rates for Clustering with DBSCAN AISTATS 2012
Efficient Hypergraph Clustering AISTATS 2012
Convergence and Energy Landscape for Cheeger Cut Clustering NIPS 2012
FastEx: Hash Clustering with Exponential Families NIPS 2012
CARP: Software for Fishing Out Good Clustering Algorithms JMLR 2011
Clustering Algorithms for Chains JMLR 2011
Mining Recurring Concept Drifts with Limited Labeled Streaming Data ACML 2010
Hartigan’s Method: k-means Clustering without Voronoi AISTATS 2010
Towards Property-Based Classification of Clustering Paradigms NIPS 2010
Minimum Average Cost Clustering NIPS 2010
Optimal Scoring for Unsupervised Learning NIPS 2009
Java-ML: A Machine Learning Library JMLR 2009
Clustering sequence sets for motif discovery NIPS 2009
Learning Taxonomies by Dependence Maximization NIPS 2008
Generalization from Observed to Unobserved Features by Clustering JMLR 2008
On the Reliability of Clustering Stability in the Large Sample Regime NIPS 2008
Clustering via LP-based Stabilities NIPS 2008
Cyclizing Clusters via Zeta Function of a Graph NIPS 2008
Measures of Clustering Quality: A Working Set of Axioms for Clustering NIPS 2008
Clustering Sensor Data for Terrain Identification using a Windowless Algorithm RSS 2008
A Unified Continuous Optimization Framework for Center-Based Clustering Methods JMLR 2007
Expectation Maximization and Posterior Constraints NIPS 2007
DIFFRAC: a discriminative and flexible framework for clustering NIPS 2007
Information Bottleneck for Non Co-Occurrence Data NIPS 2006