Mathematics & Optimization

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 Fundamental Incompatibility of Scalable Hamiltonian Monte Carlo and Naive Data Subsampling ICML 2015 The HCI Stereo Metrics: Geometry-Aware Performance Analysis of Stereo Algorithms ICCV 2015 The Hedge Algorithm on a Continuum ICML 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 Theory of Dual-sparse Regularized Randomized Reduction ICML 2015 The Pareto Regret Frontier for Bandits NeurIPS 2015 The Power of Randomization: Distributed Submodular Maximization on Massive Datasets ICML 2015 The Stitched Puppet: A Graphical Model of 3D Human Shape and Pose CVPR 2015 Thin Structure Estimation With Curvature Regularization ICCV 2015 Threshold Influence Model for Allocating Advertising Budgets ICML 2015 Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits AISTATS 2015 Time-Sensitive Recommendation From Recurrent User Activities NeurIPS 2015 Total Variation Regularization of Shape Signals CVPR 2015 Towards a Lower Sample Complexity for Robust One-bit Compressed Sensing ICML 2015 Towards an Axiomatic Approach to Hierarchical Clustering of Measures JMLR 2015 Tracking Approximate Solutions of Parameterized Optimization Problems over Multi-Dimensional (Hyper-)Parameter Domains ICML 2015 Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number NeurIPS 2015 Transport-Based Single Frame Super Resolution of Very Low Resolution Face Images CVPR 2015 Trend Filtering on Graphs AISTATS 2015