Statistics

CoinPress: Practical Private Mean and Covariance Estimation NeurIPS 2020 Computing Valid P-Values for Image Segmentation by Selective Inference CVPR 2020 Confidence sequences for sampling without replacement NeurIPS 2020 Confidence Sets and Hypothesis Testing in a Likelihood-Free Inference Setting ICML 2020 Correlating Cepstra with Formant Frequencies: Implications for Phonetically-Informed Forensic Voice Comparison Interspeech 2020 Differentially Private Survival Function Estimation MLHC 2020 Distributed Signal Detection under Communication Constraints COLT 2020 Distributionally Robust Parametric Maximum Likelihood Estimation NeurIPS 2020 Domain Compression and its Application to Randomness-Optimal Distributed Goodness-of-Fit COLT 2020 Effectively Unbiased FID and Inception Score and Where to Find Them CVPR 2020 Efficient Distance Approximation for Structured High-Dimensional Distributions via Learning NeurIPS 2020 Efficient nonparametric statistical inference on population feature importance using Shapley values ICML 2020 Efficient Parameter Estimation of Truncated Boolean Product Distributions COLT 2020 Empirical Priors for Prediction in Sparse High-dimensional Linear Regression JMLR 2020 Enhancing Nearest Neighbor Based Entropy Estimator for High Dimensional Distributions via Bootstrapping Local Ellipsoid AAAI 2020 Entropic Optimal Transport between Unbalanced Gaussian Measures has a Closed Form NeurIPS 2020 Er-Suffixation in Southwestern Mandarin: An EMA and Ultrasound Study Interspeech 2020 Estimating Rank-One Spikes from Heavy-Tailed Noise via Self-Avoiding Walks NeurIPS 2020 Estimating weighted areas under the ROC curve NeurIPS 2020 Estimation and Inference with Trees and Forests in High Dimensions COLT 2020 Estimation of Skill Distribution from a Tournament NeurIPS 2020 Extrapolating the profile of a finite population COLT 2020 Familywise Error Rate Control by Interactive Unmasking ICML 2020 Full Law Identification in Graphical Models of Missing Data: Completeness Results ICML 2020 Generalized Minimal Distortion Principle for Blind Source Separation Interspeech 2020