Statistics

Worst-Case Analysis for Randomly Collected Data NeurIPS 2020 A Calibration Metric for Risk Scores with Survival Data MLHC 2019 Adaptively Tracking the Best Bandit Arm with an Unknown Number of Distribution Changes COLT 2019 ADDIS: an adaptive discarding algorithm for online FDR control with conservative nulls NeurIPS 2019 A Family of Exact Goodness-of-Fit Tests for High-Dimensional Discrete Distributions AISTATS 2019 Affine Invariant Covariance Estimation for Heavy-Tailed Distributions COLT 2019 A framework for streamlined statistical prediction using topic models NAACL 2019 A General Framework for Symmetric Property Estimation NeurIPS 2019 A Higher-Order Kolmogorov-Smirnov Test AISTATS 2019 A Powerful Global Test Statistic for Functional Statistical Inference AAAI 2019 Approximate Kernel Selection with Strong Approximate Consistency AAAI 2019 Articulatory Analysis of Transparent Vowel /iː/ in Harmonic and Antiharmonic Hungarian Stems: Is There a Difference? Interspeech 2019 Articulatory Characteristics of Secondary Palatalization in Romanian Fricatives Interspeech 2019 Assessing Acoustic and Articulatory Dimensions of Speech Motor Adaptation with Random Forests Interspeech 2019 A Stein–Papangelou Goodness-of-Fit Test for Point Processes AISTATS 2019 A Study of Educational Data Mining: Evidence from a Thai University AAAI 2019 Asymptotics for Sketching in Least Squares Regression NeurIPS 2019 A tight excess risk bound via a unified PAC-Bayesian–Rademacher–Shtarkov–MDL complexity ALT 2019 AUCμ: A Performance Metric for Multi-Class Machine Learning Models ICML 2019 Average-Case Averages: Private Algorithms for Smooth Sensitivity and Mean Estimation NeurIPS 2019 Bayesian Joint Estimation of Multiple Graphical Models NeurIPS 2019 Bayes Test of Precision, Recall, and F1 Measure for Comparison of Two Natural Language Processing Models ACL 2019 Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA ICML 2019 Beyond the Chinese Restaurant and Pitman-Yor processes: Statistical Models with double power-law behavior ICML 2019 Bootstrapping Upper Confidence Bound NeurIPS 2019