Mathematics

Scalable Methods for Nonnegative Matrix Factorizations of Near-separable Tall-and-skinny Matrices NeurIPS 2014 Scale-space Processing Using Polynomial Representations CVPR 2014 Second-Order Shape Optimization for Geometric Inverse Problems in Vision CVPR 2014 Seeded Graph Matching for Correlated Erdos-Renyi Graphs JMLR 2014 Semi-Supervised Eigenvectors for Large-Scale Locally-Biased Learning JMLR 2014 SerialRank: Spectral Ranking using Seriation NeurIPS 2014 Signal recovery from Pooling Representations ICML 2014 Sketching the Support of a Probability Measure AISTATS 2014 Sparse meta-Gaussian information bottleneck ICML 2014 Sparse PCA via Covariance Thresholding NeurIPS 2014 Sparse Polynomial Learning and Graph Sketching NeurIPS 2014 Sparsity and the Truncated l^2-norm AISTATS 2014 Spectral Bandits for Smooth Graph Functions ICML 2014 Spectral Clustering of graphs with the Bethe Hessian NeurIPS 2014 Spectral Graph Reduction for Efficient Image and Streaming Video Segmentation CVPR 2014 Spectral Learning of Mixture of Hidden Markov Models NeurIPS 2014 Spectral Methods for Supervised Topic Models NeurIPS 2014 Spoofing Large Probability Mass Functions to Improve Sampling Times and Reduce Memory Costs AISTATS 2014 Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery ICML 2014 Stable and Informative Spectral Signatures for Graph Matching CVPR 2014 Standardized Mutual Information for Clustering Comparisons: One Step Further in Adjustment for Chance ICML 2014 Statistical Analysis of Metric Graph Reconstruction JMLR 2014 Stiction Compensation in Agonist-Antagonist Variable Stiffness Actuators RSS 2014 Streaming, Memory Limited Algorithms for Community Detection NeurIPS 2014 Structured Low-Rank Matrix Factorization: Optimality, Algorithm, and Applications to Image Processing ICML 2014