Mathematics

Gaussian Copula Precision Estimation with Missing Values AISTATS 2014 Generalized Exponential Concentration Inequality for Renyi Divergence Estimation ICML 2014 Global graph kernels using geometric embeddings ICML 2014 Global Optimization Methods for Extended Fisher Discriminant Analysis AISTATS 2014 GPS-Tag Refinement using Random Walks with an Adaptive Damping Factor CVPR 2014 Graph Estimation From Multi-Attribute Data JMLR 2014 Greedy Subspace Clustering NeurIPS 2014 Hardness of parameter estimation in graphical models NeurIPS 2014 High-Dimensional Covariance Decomposition into Sparse Markov and Independence Models JMLR 2014 High-Dimensional Learning of Linear Causal Networks via Inverse Covariance Estimation JMLR 2014 Hitting and Commute Times in Large Random Neighborhood Graphs JMLR 2014 Human Action Recognition Based on Context-Dependent Graph Kernels CVPR 2014 Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group CVPR 2014 Inferring sparse representations of continuous signals with continuous orthogonal matching pursuit NeurIPS 2014 Information-Theoretic Characterization of Sparse Recovery AISTATS 2014 Jointly Informative Feature Selection AISTATS 2014 Joint Structure Learning of Multiple Non-Exchangeable Networks AISTATS 2014 Kernel Mean Estimation and Stein Effect ICML 2014 Kernel-PCA Analysis of Surface Normals for Shape-from-Shading CVPR 2014 large scale canonical correlation analysis with iterative least squares NeurIPS 2014 Latent Variable Copula Inference for Bundle Pricing from Retail Transaction Data ICML 2014 Learning Chordal Markov Networks by Dynamic Programming NeurIPS 2014 Learning Euclidean-to-Riemannian Metric for Point-to-Set Classification CVPR 2014 Learning from Contagion (Without Timestamps) ICML 2014 Learning Graphs with a Few Hubs ICML 2014