Statistics

Statistical and Computational Phase Transitions in Group Testing COLT 2022 Statistical and computational thresholds for the planted k-densest sub-hypergraph problem AISTATS 2022 Statistical Depth Functions for Ranking Distributions: Definitions, Statistical Learning and Applications AISTATS 2022 Statistical Estimation and Online Inference via Local SGD COLT 2022 Strong Gaussian Approximation for the Sum of Random Vectors COLT 2022 Structure-adaptive Manifold Estimation JMLR 2022 Telling self-defining memories: An acoustic study of natural emotional speech productions Interspeech 2022 Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022 The Correlation-assisted Missing Data Estimator JMLR 2022 The Franz-Parisi Criterion and Computational Trade-offs in High Dimensional Statistics NeurIPS 2022 The Implicit Delta Method NeurIPS 2022 The Price of Tolerance in Distribution Testing COLT 2022 The Semi-random Likelihood of Doctrinal Paradoxes AAAI 2022 Tight and Robust Private Mean Estimation with Few Users ICML 2022 Two-mode Networks: Inference with as Many Parameters as Actors and Differential Privacy JMLR 2022 Two-Sample Testing on Ranked Preference Data and the Role of Modeling Assumptions JMLR 2022 Two-Sample Test with Kernel Projected Wasserstein Distance AISTATS 2022 Uniform deconvolution for Poisson Point Processes JMLR 2022 Unsupervised Tokenization Learning EMNLP 2022 Absolute Neighbour Difference based Correlation Test for Detecting Heteroscedastic Relationships NeurIPS 2021 A Computationally Efficient Method for Learning Exponential Family Distributions NeurIPS 2021 A constrained risk inequality for general losses AISTATS 2021 A Corpus-based Syntactic Analysis of Two-termed Unlike Coordination EMNLP 2021 A Cross-Dialectal Comparison of Apical Vowels in Beijing Mandarin, Northeastern Mandarin and Southwestern Mandarin: An EMA and Ultrasound Study Interspeech 2021 Adaptive estimation of nonparametric functionals JMLR 2021