Mathematics

On Semiparametric Exponential Family Graphical Models JMLR 2018 On the Behavior of Intrinsically High-Dimensional Spaces: Distances, Direct and Reverse Nearest Neighbors, and Hubness JMLR 2018 On the Duality Between Retinex and Image Dehazing CVPR 2018 On the Global Convergence of Gradient Descent for Over-parameterized Models using Optimal Transport NeurIPS 2018 On the Satisfiability Threshold of Random Community-Structured SAT IJCAI 2018 On the Spectrum of Random Features Maps of High Dimensional Data ICML 2018 On the Usefulness of the Speech Phase Spectrum for Pitch Extraction Interspeech 2018 On Truly Block Eigensolvers via Riemannian Optimization AISTATS 2018 Optimal Quantum Sample Complexity of Learning Algorithms JMLR 2018 Optimal Single Sample Tests for Structured versus Unstructured Network Data COLT 2018 Optimal Solution of the Generalized Dubins Interval Problem RSS 2018 Optimal Structured Light à La Carte CVPR 2018 Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder NAACL 2018 Orchestrating a Network of Mereotopological Theories: An Abridged Report IJCAI 2018 Out-of-sample extension of graph adjacency spectral embedding ICML 2018 Parallel and Streaming Algorithms for K-Core Decomposition ICML 2018 Parameterised Queries and Lifted Query Answering IJCAI 2018 Parameterized Algorithms for the Matrix Completion Problem ICML 2018 Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018 Persistence Fisher Kernel: A Riemannian Manifold Kernel for Persistence Diagrams NeurIPS 2018 Planning in Factored State and Action Spaces with Learned Binarized Neural Network Transition Models IJCAI 2018 Postfiltering Using Log-Magnitude Spectrum for Speech and Audio Coding Interspeech 2018 Post-Regularization Inference for Time-Varying Nonparanormal Graphical Models JMLR 2018 Power-law efficient neural codes provide general link between perceptual bias and discriminability NeurIPS 2018 Practical Methods for Graph Two-Sample Testing NeurIPS 2018