Statistics

Private Testing of Distributions via Sample Permutations NeurIPS 2019 Quantifying Fundamental Frequency Modulation as a Function of Language, Speaking Style and Speaker Interspeech 2019 Quantum Entropy Scoring for Fast Robust Mean Estimation and Improved Outlier Detection NeurIPS 2019 Random Matrix Improved Covariance Estimation for a Large Class of Metrics ICML 2019 Random Quadratic Forms with Dependence: Applications to Restricted Isometry and Beyond NeurIPS 2019 Random Walk Decay Centrality AAAI 2019 Robust Estimation of Tree Structured Gaussian Graphical Models ICML 2019 Semantic Change and Emerging Tropes In a Large Corpus of New High German Poetry ACL 2019 Sequential change-point detection: Laplace concentration of scan statistics and non-asymptotic delay bounds ALT 2019 Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019 Sharpness of the Satisfiability Threshold for Non-Uniform Random k-SAT IJCAI 2019 Sharp Theoretical Analysis for Nonparametric Testing under Random Projection COLT 2019 Space and Time Efficient Kernel Density Estimation in High Dimensions NeurIPS 2019 Spatiality Preservable Factored Poisson Regression for Large-Scale Fine-Grained GPS-Based Population Analysis AAAI 2019 Speaking Rate, Information Density, and Information Rate in First-Language and Second-Language Speech Interspeech 2019 Spectral Subspace Analysis for Automatic Assessment of Pathological Speech Intelligibility Interspeech 2019 Statistical bounds for entropic optimal transport: sample complexity and the central limit theorem NeurIPS 2019 Statistical Optimal Transport via Factored Couplings AISTATS 2019 Structure Learning with Side Information: Sample Complexity NeurIPS 2019 Temporal Quilting for Survival Analysis AISTATS 2019 Testing Identity of Multidimensional Histograms COLT 2019 Testing Mixtures of Discrete Distributions COLT 2019 Test without Trust: Optimal Locally Private Distribution Testing AISTATS 2019 The Broad Optimality of Profile Maximum Likelihood NeurIPS 2019 The limits of Spanglish? NAACL 2019