Statistics

Hypothesis testing with low-degree polynomials in the Morris class of exponential families COLT 2021 Identity testing for Mallows model NeurIPS 2021 Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis Interspeech 2021 Improved Shrinkage Prediction under a Spiked Covariance Structure JMLR 2021 Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021 Interpretable Stein Goodness-of-fit Tests on Riemannian Manifold ICML 2021 Ising Model Selection Using ℓ_1-Regularized Linear Regression: A Statistical Mechanics Analysis NeurIPS 2021 Kernel Thinning COLT 2021 LCP-RIT at SemEval-2021 Task 1: Exploring Linguistic Features for Lexical Complexity Prediction SemEval 2021 Learning and Testing Irreducible Markov Chains via the k-Cover Time ALT 2021 Learning with Comparison Feedback: Online Estimation of Sample Statistics ALT 2021 Leveraging the Uniformity Framework to Examine Crosslinguistic Similarity for Long-Lag Stops in Spontaneous Cantonese-English Bilingual Speech Interspeech 2021 Light RUMs ICML 2021 Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings JMLR 2021 Linguistic Dependencies and Statistical Dependence EMNLP 2021 Locally differentially private estimation of functionals of discrete distributions NeurIPS 2021 Majorizing Measures, Sequential Complexities, and Online Learning COLT 2021 Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data NeurIPS 2021 Mind the Performance Gap: Examining Dataset Shift During Prospective Validation MLHC 2021 Mixing Time of Metropolis-Hastings for Bayesian Community Detection JMLR 2021 Nearest Neighbour Based Estimates of Gradients: Sharp Nonasymptotic Bounds and Applications AISTATS 2021 Nonlinear Functional Output Regression: A Dictionary Approach AISTATS 2021 On Estimation in Latent Variable Models ICML 2021 On Robust Mean Estimation under Coordinate-level Corruption ICML 2021 On the High Accuracy Limitation of Adaptive Property Estimation AISTATS 2021