Clustering

Regularized Spectral Clustering under the Degree-Corrected Stochastic Blockmodel NeurIPS 2013 Robust Subspace Clustering via Half-Quadratic Minimization ICCV 2013 Robust Trajectory Clustering for Motion Segmentation ICCV 2013 Scoring Workers in Crowdsourcing: How Many Control Questions are Enough? NeurIPS 2013 Semi-supervised Clustering by Input Pattern Assisted Pairwise Similarity Matrix Completion ICML 2013 Speedup Matrix Completion with Side Information: Application to Multi-Label Learning NeurIPS 2013 Stochastic blockmodeling of relational event dynamics AISTATS 2013 Strict Monotonicity of Sum of Squares Error and Normalized Cut in the Lattice of Clusterings ICML 2013 Summary Statistics for Partitionings and Feature Allocations NeurIPS 2013 Why Steiner-tree type algorithms work for community detection AISTATS 2013 Automatic Feature Induction for Stagewise Collaborative Filtering NeurIPS 2012 Clustering Aggregation as Maximum-Weight Independent Set NeurIPS 2012 Clustering Sparse Graphs NeurIPS 2012 Consistency and Rates for Clustering with DBSCAN AISTATS 2012 Constrained 1-Spectral Clustering AISTATS 2012 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012 Dip-means: an incremental clustering method for estimating the number of clusters NeurIPS 2012 Efficient Sampling for Bipartite Matching Problems NeurIPS 2012 FastEx: Hash Clustering with Exponential Families NeurIPS 2012 Forging The Graphs: A Low Rank and Positive Semidefinite Graph Learning Approach NeurIPS 2012 Graphlet decomposition of a weighted network AISTATS 2012 Identification of Recurrent Patterns in the Activation of Brain Networks NeurIPS 2012 Information Theoretic Model Validation for Spectral Clustering AISTATS 2012 Learning Probability Measures with respect to Optimal Transport Metrics NeurIPS 2012 Learning to Discover Social Circles in Ego Networks NeurIPS 2012