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

Graph Clustering: Block-models and model free results NIPS 2016
Optimal Cluster Recovery in the Labeled Stochastic Block Model NIPS 2016
Minimum Density Hyperplanes JMLR 2016
Fast and accurate spike sorting of high-channel count probes with KiloSort NIPS 2016
Beyond Hartigan Consistency: Merge Distortion Metric for Hierarchical Clustering COLT 2015
Differentially private subspace clustering NIPS 2015
Small-Variance Nonparametric Clustering on the Hypersphere CVPR 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data NIPS 2015
A Highly Scalable Parallel Algorithm for Isotropic Total Variation Models ICML 2014
Community Detection via Random and Adaptive Sampling COLT 2014
Incremental Clustering: The Case for Extra Clusters NIPS 2014
A Single-Pass Algorithm for Efficiently Recovering Sparse Cluster Centers of High-dimensional Data ICML 2014
Convex Optimization Procedure for Clustering: Theoretical Revisit NIPS 2014
Clustering in the Presence of Background Noise ICML 2014
Local algorithms for interactive clustering ICML 2014
Clustered Support Vector Machines AISTATS 2013
Clustering Oligarchies AISTATS 2013
Multiclass Total Variation Clustering NIPS 2013
Parallel Sampling of DP Mixture Models using Sub-Cluster Splits NIPS 2013
k-Prototype Learning for 3D Rigid Structures NIPS 2013
Optimistic Concurrency Control for Distributed Unsupervised Learning NIPS 2013
Fast Determinantal Point Process Sampling with Application to Clustering NIPS 2013
Emergence of Object-Selective Features in Unsupervised Feature Learning NIPS 2012
Spectral Clustering of Graphs with General Degrees in the Extended Planted Partition Model COLT 2012
A Divide-and-Conquer Method for Sparse Inverse Covariance Estimation NIPS 2012