Mathematics

A Consistent Method for Graph Based Anomaly Localization AISTATS 2015 A Convex Optimization Approach to Robust Fundamental Matrix Estimation CVPR 2015 AD3: Alternating Directions Dual Decomposition for MAP Inference in Graphical Models JMLR 2015 Adaptive Belief Propagation ICML 2015 Adaptive Primal-Dual Splitting Methods for Statistical Learning and Image Processing NeurIPS 2015 A Fast Algorithm for Elastic Shape Distances Between Closed Planar Curves CVPR 2015 A Fixed Viewpoint Approach for Dense Reconstruction of Transparent Objects CVPR 2015 A Generalization of Submodular Cover via the Diminishing Return Property on the Integer Lattice NeurIPS 2015 Agnostic Learning of Disjunctions on Symmetric Distributions JMLR 2015 A hybrid sampler for Poisson-Kingman mixture models NeurIPS 2015 Algorithms for Lipschitz Learning on Graphs COLT 2015 A Linear Generalized Camera Calibration From Three Intersecting Reference Planes ICCV 2015 A low variance consistent test of relative dependency ICML 2015 A Metric Parametrization for Trifocal Tensors With Non-Colinear Pinholes CVPR 2015 An Adaptive Data Representation for Robust Point-Set Registration and Merging ICCV 2015 An Aligned Subtree Kernel for Weighted Graphs ICML 2015 A Nearly-Linear Time Framework for Graph-Structured Sparsity ICML 2015 An Efficient Minimal Solution for Multi-Camera Motion ICCV 2015 An Efficient Statistical Method for Image Noise Level Estimation ICCV 2015 A New Retraction for Accelerating the Riemannian Three-Factor Low-Rank Matrix Completion Algorithm CVPR 2015 An Explicit Sampling Dependent Spectral Error Bound for Column Subset Selection ICML 2015 A Nonconvex Optimization Framework for Low Rank Matrix Estimation NeurIPS 2015 Anytime Influence Bounds and the Explosive Behavior of Continuous-Time Diffusion Networks NeurIPS 2015 Approximating Sparse PCA from Incomplete Data NeurIPS 2015 A Provable Generalized Tensor Spectral Method for Uniform Hypergraph Partitioning ICML 2015