Statistics

Multiplicative local linear hazard estimation and best one-sided cross-validation JMLR 2019 Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams JMLR 2019 Nonuniformity of P-values Can Occur Early in Diverging Dimensions JMLR 2019 Shared Subspace Models for Multi-Group Covariance Estimation JMLR 2019 What Kind of Language Is Hard to Language-Model? ACL 2019 Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018 Differentially Private Uniformly Most Powerful Tests for Binomial Data NeurIPS 2018 Differential networking with path weights in Gaussian trees PGM 2018 Empirical bounds for functions with weak interactions COLT 2018 Error Estimation for Randomized Least-Squares Algorithms via the Bootstrap ICML 2018 Estimation with Incomplete Data: The Linear Case IJCAI 2018 Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms COLT 2018 INSPECTRE: Privately Estimating the Unseen ICML 2018 Large-Scale Sparse Inverse Covariance Estimation via Thresholding and Max-Det Matrix Completion ICML 2018 Local Private Hypothesis Testing: Chi-Square Tests ICML 2018 On Nesting Monte Carlo Estimators ICML 2018 Robust Topological Inference: Distance To a Measure and Kernel Distance JMLR 2018 SAFFRON: an Adaptive Algorithm for Online Control of the False Discovery Rate ICML 2018 Statistical Inference on Random Dot Product Graphs: a Survey JMLR 2018 A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017 Computational Limits of A Distributed Algorithm for Smoothing Spline JMLR 2017 Differentially Private Chi-squared Test by Unit Circle Mechanism ICML 2017 Improving ROUGE for Timeline Summarization EACL 2017 Model-Powered Conditional Independence Test NeurIPS 2017 Robust Gaussian Graphical Model Estimation with Arbitrary Corruption ICML 2017