Mathematics

Structured Estimation with Atomic Norms: General Bounds and Applications NeurIPS 2015 Subgraph Matching Using Compactness Prior for Robust Feature Correspondence CVPR 2015 Submodular Hamming Metrics NeurIPS 2015 Subsampled Power Iteration: a Unified Algorithm for Block Models and Planted CSP's NeurIPS 2015 Subsampling Methods for Persistent Homology ICML 2015 Super-Resolution Off the Grid NeurIPS 2015 Symmetric Iterative Proportional Fitting AISTATS 2015 Testing Closeness With Unequal Sized Samples NeurIPS 2015 The Algebraic Combinatorial Approach for Low-Rank Matrix Completion JMLR 2015 The Aperture Problem for Refractive Motion CVPR 2015 The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration CVPR 2015 The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels NeurIPS 2015 The entropic barrier: a simple and optimal universal self-concordant barrier COLT 2015 The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms ICCV 2015 The Joint Image Handbook ICCV 2015 The Log-Shift Penalty for Adaptive Estimation of Multiple Gaussian Graphical Models AISTATS 2015 The Loss Surfaces of Multilayer Networks AISTATS 2015 Theoretical Limits of Speed and Resolution for Kinodynamic Planning in a Poisson Forest RSS 2015 The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015 Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015 Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NeurIPS 2015 Trend Filtering on Graphs AISTATS 2015 Unsupervised Riemannian Metric Learning for Histograms Using Aitchison Transformations ICML 2015 Vector-Space Markov Random Fields via Exponential Families ICML 2015 V-Matrix Method of Solving Statistical Inference Problems JMLR 2015