Mathematics

Persistence weighted Gaussian kernel for topological data analysis ICML 2016 Pliable Rejection Sampling ICML 2016 Power of Ordered Hypothesis Testing ICML 2016 Precision Matrix Estimation in High Dimensional Gaussian Graphical Models with Faster Rates AISTATS 2016 Preconditioning Kernel Matrices ICML 2016 Principal Component Projection Without Principal Component Analysis ICML 2016 Probabilistic Inference with Generating Functions for Poisson Latent Variable Models NeurIPS 2016 Probabilistic Linear Multistep Methods NeurIPS 2016 Probability Inequalities for Kernel Embeddings in Sampling without Replacement AISTATS 2016 Properly Learning Poisson Binomial Distributions in Almost Polynomial Time COLT 2016 Provable Non-convex Phase Retrieval with Outliers: Median TruncatedWirtinger Flow ICML 2016 Quadratic Optimization with Orthogonality Constraints: Explicit Lojasiewicz Exponent and Linear Convergence of Line-Search Methods ICML 2016 Quantized Random Projections and Non-Linear Estimation of Cosine Similarity NeurIPS 2016 Quasi-Monte Carlo Feature Maps for Shift-Invariant Kernels JMLR 2016 Recovery Guarantee of Non-negative Matrix Factorization via Alternating Updates NeurIPS 2016 Reshaped Wirtinger Flow for Solving Quadratic System of Equations NeurIPS 2016 Revisiting the Nyström Method for Improved Large-scale Machine Learning JMLR 2016 Robust Phase-Space Planning for Agile Legged Locomotion over Various Terrain Topologies RSS 2016 Robust Spectral Detection of Global Structures in the Data by Learning a Regularization NeurIPS 2016 Routing Autonomous Vehicles in Congested Transportation Networks: Structural Properties and Coordination Algorithms RSS 2016 Scene Labeling Using Sparse Precision Matrix CVPR 2016 Semiparametric Differential Graph Models NeurIPS 2016 Shape Analysis With Hyperbolic Wasserstein Distance CVPR 2016 Should We Really Use Post-Hoc Tests Based on Mean-Ranks? JMLR 2016 Sign rank versus VC dimension COLT 2016