Statistics

On the Overlooked Structure of Stochastic Gradients NeurIPS 2023 Optimality in Mean Estimation: Beyond Worst-Case, Beyond Sub-Gaussian, and Beyond 1+α Moments NeurIPS 2023 Optimal testing using combined test statistics across independent studies NeurIPS 2023 Optimized Covariance Design for AB Test on Social Network under Interference NeurIPS 2023 Phase Transitions in the Detection of Correlated Databases ICML 2023 Pitch Accent Variation and the Interpretation of Rising and Falling Intonation in American English Interspeech 2023 Pitch distributions in a very large corpus of spontaneous Finnish speech Interspeech 2023 Precision/Recall on Imbalanced Test Data AISTATS 2023 Predicting Rare Events by Shrinking Towards Proportional Odds ICML 2023 Private Statistical Estimation of Many Quantiles ICML 2023 Properties of the Mallows Model Depending on the Number of Alternatives: A Warning for an Experimentalist ICML 2023 Quantifying Network Similarity using Graph Cumulants JMLR 2023 Range-Based Equal Error Rate for Spoof Localization Interspeech 2023 Risk-limiting financial audits via weighted sampling without replacement UAI 2023 Robust Consensus in Ranking Data Analysis: Definitions, Properties and Computational Issues ICML 2023 Robust covariance estimation with missing values and cell-wise contamination NeurIPS 2023 Robust Estimation of Discrete Distributions under Local Differential Privacy ALT 2023 Robust Mean Estimation Without Moments for Symmetric Distributions NeurIPS 2023 Robust statistical comparison of random variables with locally varying scale of measurement UAI 2023 Safe Sequential Testing and Effect Estimation in Stratified Count Data AISTATS 2023 Secure Federated Correlation Test and Entropy Estimation ICML 2023 Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023 Semi-Parametric Contextual Pricing Algorithm using Cox Proportional Hazards Model ICML 2023 Sequential Kernelized Independence Testing ICML 2023 Sequential Predictive Two-Sample and Independence Testing NeurIPS 2023