Statistics

Estimating the Arc Length of the Optimal ROC Curve and Lower Bounding the Maximal AUC NeurIPS 2022 Estimation of Entropy in Constant Space with Improved Sample Complexity NeurIPS 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Fast Stagewise Sparse Factor Regression JMLR 2022 Finite-Sample Maximum Likelihood Estimation of Location NeurIPS 2022 Functional Linear Regression with Mixed Predictors JMLR 2022 Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity AISTATS 2022 Gardner formula for Ising perceptron models at small densities COLT 2022 Generalization Bounds for Data-Driven Numerical Linear Algebra COLT 2022 Generalized Kernel Thinning ICLR 2022 Hidden in Plain Sight: Subgroup Shifts Escape OOD Detection MIDL 2022 Hypothesis Testing for Differentially Private Linear Regression NeurIPS 2022 Identification, Amplification and Measurement: A bridge to Gaussian Differential Privacy NeurIPS 2022 Identity Testing of Reversible Markov Chains AISTATS 2022 (In)Alienable Possession in Mandarin Relative Clauses AACL 2022 Inference and Sampling for Archimax Copulas NeurIPS 2022 Inferring Cause and Effect in the Presence of Heteroscedastic Noise ICML 2022 Joint Optimization of Sampling Rate Offsets Based on Entire Signal Relationship Among Distributed Microphones Interspeech 2022 Kernel Autocovariance Operators of Stationary Processes: Estimation and Convergence JMLR 2022 Kernel Methods for Radial Transformed Compositional Data with Many Zeros ICML 2022 Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence JMLR 2022 Laplacian Constrained Precision Matrix Estimation: Existence and High Dimensional Consistency AISTATS 2022 Linguistic versus biological factors governing acoustic voice variation Interspeech 2022 List-Decodable Sparse Mean Estimation NeurIPS 2022 List-Decodable Sparse Mean Estimation via Difference-of-Pairs Filtering NeurIPS 2022