Mathematics

Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018 Statistically Efficient Estimation for Non-Smooth Probability Densities AISTATS 2018 Stein Points ICML 2018 Stochastic Chebyshev Gradient Descent for Spectral Optimization NeurIPS 2018 Stochastic Wasserstein Barycenters ICML 2018 Structure From Recurrent Motion: From Rigidity to Recurrency CVPR 2018 Structure Learning of ${H}$-colorings ALT 2018 Stylistic variation over 200 years of court proceedings according to gender and social class NAACL 2018 Sublinear Time Low-Rank Approximation of Distance Matrices NeurIPS 2018 Submodular Hypergraphs: p-Laplacians, Cheeger Inequalities and Spectral Clustering ICML 2018 Subpolynomial trace reconstruction for random strings \{and arbitrary deletion probability COLT 2018 Subspace Embedding and Linear Regression with Orlicz Norm ICML 2018 Taylor’s law for Human Linguistic Sequences ACL 2018 Testing for Families of Distributions via the Fourier Transform NeurIPS 2018 Testing Sparsity over Known and Unknown Bases ICML 2018 The Binary Space Partitioning-Tree Process AISTATS 2018 The Critical Radius in Sampling-based Motion Planning RSS 2018 The DFS Fused Lasso: Linear-Time Denoising over General Graphs JMLR 2018 The emergence of spectral universality in deep networks AISTATS 2018 The FastMap Algorithm for Shortest Path Computations IJCAI 2018 The Mean-Field Approximation: Information Inequalities, Algorithms, and Complexity COLT 2018 The Nearest Neighbor Information Estimator is Adaptively Near Minimax Rate-Optimal NeurIPS 2018 Theoretical guarantees for EM under misspecified Gaussian mixture models NeurIPS 2018 The Power Mean Laplacian for Multilayer Graph Clustering AISTATS 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018