Statistics

Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments Interspeech 2021 Cross-replication Reliability - An Empirical Approach to Interpreting Inter-rater Reliability ACL 2021 Deterministic Finite-Memory Bias Estimation COLT 2021 Dialect Features in Heterogeneous and Homogeneous Gheg Speaking Communities Interspeech 2021 Differentially Private Sampling from Distributions NeurIPS 2021 Differential Privacy Over Riemannian Manifolds NeurIPS 2021 Differentiating the Value Function by using Convex Duality AISTATS 2021 Dimension-free empirical entropy estimation NeurIPS 2021 Dynamic Analysis of Higher-Order Coordination in Neuronal Assemblies via De-Sparsified Orthogonal Matching Pursuit NeurIPS 2021 Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NeurIPS 2021 Efficient Balanced Treatment Assignments for Experimentation AISTATS 2021 Efficient Interpolation of Density Estimators AISTATS 2021 Efficient Statistical Assessment of Neural Network Corruption Robustness NeurIPS 2021 Efficient Statistics for Sparse Graphical Models from Truncated Samples AISTATS 2021 Estimating the Lasso's Effective Noise JMLR 2021 Estimation and Inference for High Dimensional Generalized Linear Models: A Splitting and Smoothing Approach JMLR 2021 Evaluation of Unsupervised Automatic Readability Assessors Using Rank Correlations EMNLP 2021 Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction ICML 2021 False Discovery Rates in Biological Networks AISTATS 2021 Fast PCA in 1-D Wasserstein Spaces via B-splines Representation and Metric Projection AAAI 2021 Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage JMLR 2021 Generalization Properties of hyper-RKHS and its Applications JMLR 2021 Hoeffding's Inequality for General Markov Chains and Its Applications to Statistical Learning JMLR 2021 Homogeneity Structure Learning in Large-scale Panel Data with Heavy-tailed Errors JMLR 2021 How rotational invariance of common kernels prevents generalization in high dimensions ICML 2021