Statistics

Theoretical guarantees for EM under misspecified Gaussian mixture models NeurIPS 2018 The Retroflex-dental Contrast in Punjabi Stops and Nasals: A Principal Component Analysis of Ultrasound Images Interspeech 2018 Unperturbed: spectral analysis beyond Davis-Kahan ALT 2018 Using relative entropy for detection and analysis of periods of diachronic linguistic change COLING 2018 Acoustic Correlates of Parental Role and Gender Identity in the Speech of Expecting Parents Interspeech 2017 A Distribution Free Formulation of the Total Variability Model Interspeech 2017 A framework for Multi-A(rmed)/B(andit) Testing with Online FDR Control NeurIPS 2017 A Linear-Time Kernel Goodness-of-Fit Test NeurIPS 2017 Alternating Estimation for Structured High-Dimensional Multi-Response Models NeurIPS 2017 A New Class of Private Chi-Square Hypothesis Tests AISTATS 2017 Approximate Supermodularity Bounds for Experimental Design NeurIPS 2017 A Sharp Error Analysis for the Fused Lasso, with Application to Approximate Changepoint Screening NeurIPS 2017 A Unified Maximum Likelihood Approach for Estimating Symmetric Properties of Discrete Distributions ICML 2017 Between Reading Time and Syntactic/Semantic Categories IJCNLP 2017 Consistent Robust Regression NeurIPS 2017 Convergence of Gradient EM on Multi-component Mixture of Gaussians NeurIPS 2017 Convergence rates of a partition based Bayesian multivariate density estimation method NeurIPS 2017 Density Estimation in Infinite Dimensional Exponential Families JMLR 2017 Differentially Private Ordinary Least Squares ICML 2017 Dimension Estimation Using Random Connection Models JMLR 2017 Does Posh English Sound Attractive? Interspeech 2017 Entrainment in Multi-Party Spoken Dialogues at Multiple Linguistic Levels Interspeech 2017 Estimating High-dimensional Non-Gaussian Multiple Index Models via Stein’s Lemma NeurIPS 2017 Estimating the unseen from multiple populations ICML 2017 Estimation of the covariance structure of heavy-tailed distributions NeurIPS 2017