Statistics

Sharp uniform convergence bounds through empirical centralization NeurIPS 2020 Smoothed Nonparametric Derivative Estimation using Weighted Difference Quotients JMLR 2020 Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020 Spatial Resolution of Early Reflection for Speech and White Noise Interspeech 2020 Spectral Moment and Duration of Burst of Plosives in Speech of Children with Hearing Impairment and Typically Developing Children — A Comparative Study Interspeech 2020 Statistical control for spatio-temporal MEG/EEG source imaging with desparsified mutli-task Lasso NeurIPS 2020 Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions AISTATS 2020 Statistical Testing on ASR Performance via Blockwise Bootstrap Interspeech 2020 Strategyproof Mean Estimation from Multiple-Choice Questions ICML 2020 Stretching the Effectiveness of MLE from Accuracy to Bias for Pairwise Comparisons AISTATS 2020 SURF: A Simple, Universal, Robust, Fast Distribution Learning Algorithm NeurIPS 2020 Systematically Exploring Associations among Multivariate Data AAAI 2020 Targeted Fused Ridge Estimation of Inverse Covariance Matrices from Multiple High-Dimensional Data Classes JMLR 2020 The Buckley-Osthus model and the block preferential attachment model: statistical analysis and application ICML 2020 The Complete Lasso Tradeoff Diagram NeurIPS 2020 The Phonology and Phonetics of Kaifeng Mandarin Vowels Interspeech 2020 The Quantile Snapshot Scan: Comparing Quantiles of Spatial Data from Two Snapshots in Time AISTATS 2020 The Stanford Acuity Test: A Precise Vision Test Using Bayesian Techniques and a Discovery in Human Visual Response AAAI 2020 The Sylvester Graphical Lasso (SyGlasso) AISTATS 2020 True Nonlinear Dynamics from Incomplete Networks AAAI 2020 Ultra-High Dimensional Single-Index Quantile Regression JMLR 2020 Uncertainty Based Camera Model Selection CVPR 2020 Validation of Approximate Likelihood and Emulator Models for Computationally Intensive Simulations AISTATS 2020 Variation in Spectral Slope and Interharmonic Noise in Cantonese Tones Interspeech 2020 Voicing Distinction of Obstruents in the Hangzhou Wu Chinese Dialect Interspeech 2020