Statistics

Should you marginalize over possible tokenizations? ACL 2023 Sociodemographic and Attitudinal Effects on Dialect Speakers’ Articulation of the Standard Language: Evidence from German-Speaking Switzerland Interspeech 2023 Spearman Rank Correlation Screening for Ultrahigh-Dimensional Censored Data AAAI 2023 Speech Entrainment in Chinese Story-Style Talk Shows: The Interaction Between Gender and Role Interspeech 2023 SQ Lower Bounds for Learning Mixtures of Separated and Bounded Covariance Gaussians COLT 2023 SQ Lower Bounds for Random Sparse Planted Vector Problem ALT 2023 Statistical Analysis of Karcher Means for Random Restricted PSD Matrices AISTATS 2023 Statistical and Computational Limits for Tensor-on-Tensor Association Detection COLT 2023 Statistical Inference for Noisy Incomplete Binary Matrix JMLR 2023 Statistical Insights into HSIC in High Dimensions NeurIPS 2023 Statistical Limits of Adaptive Linear Models: Low-Dimensional Estimation and Inference NeurIPS 2023 Statistical Robustness of Empirical Risks in Machine Learning JMLR 2023 Stochastic Contextual Bandits with Long Horizon Rewards AAAI 2023 Sufficient identification conditions and semiparametric estimation under missing not at random mechanisms UAI 2023 Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis ICML 2023 Testing Tail Weight of a Distribution Via Hazard Rate ALT 2023 The Brier Score under Administrative Censoring: Problems and a Solution JMLR 2023 The d-Separation Criterion in Categorical Probability JMLR 2023 The Graph Pencil Method: Mapping Subgraph Densities to Stochastic Block Models NeurIPS 2023 The Lauritzen-Chen Likelihood For Graphical Models AISTATS 2023 The RST Continuity Corpus ACL 2023 The Test of Tests: A Framework for Differentially Private Hypothesis Testing ICML 2023 Tighter PAC-Bayes Generalisation Bounds by Leveraging Example Difficulty AISTATS 2023 Time-uniform confidence bands for the CDF under nonstationarity NeurIPS 2023 Towards Reliable Item Sampling for Recommendation Evaluation AAAI 2023