Clustering

Scalable Nonparametric Multiway Data Analysis AISTATS 2015 Secrets of GrabCut and Kernel K-Means ICCV 2015 Semi-Supervised Normalized Cuts for Image Segmentation ICCV 2015 Shape Interaction Matrix Revisited and Robustified: Efficient Subspace Clustering With Corrupted and Incomplete Data ICCV 2015 Small-Variance Nonparametric Clustering on the Hypersphere CVPR 2015 SOLD: Sub-Optimal Low-rank Decomposition for Efficient Video Segmentation CVPR 2015 Solving Multiple Square Jigsaw Puzzles With Missing Pieces CVPR 2015 Sparse Solutions to Nonnegative Linear Systems and Applications AISTATS 2015 Sparse Subspace Clustering with Missing Entries ICML 2015 Spatial Semantic Regularisation for Large Scale Object Detection ICCV 2015 Spectral Clustering via the Power Method - Provably ICML 2015 Stochastic Block Transition Models for Dynamic Networks AISTATS 2015 Streaming Min-max Hypergraph Partitioning NeurIPS 2015 Streaming Variational Inference for Bayesian Nonparametric Mixture Models AISTATS 2015 Strong Consistency of the Prototype Based Clustering in Probabilistic Space JMLR 2015 Structured Sparse Subspace Clustering: A Unified Optimization Framework CVPR 2015 Submodular Hamming Metrics NeurIPS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Subspace Clustering by Mixture of Gaussian Regression CVPR 2015 Subspace Clustering with Irrelevant Features via Robust Dantzig Selector NeurIPS 2015 Superpixel Segmentation Using Linear Spectral Clustering CVPR 2015 Temporal Subspace Clustering for Human Motion Segmentation ICCV 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015 Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015 Tradeoffs for Space, Time, Data and Risk in Unsupervised Learning AISTATS 2015