Statistics

Adaptive False Discovery Rate Control with Privacy Guarantee JMLR 2023 Adaptive Linear Estimating Equations NeurIPS 2023 A High-dimensional Convergence Theorem for U-statistics with Applications to Kernel-based Testing COLT 2023 Algorithmic Gaussianization through Sketching: Converting Data into Sub-gaussian Random Designs COLT 2023 AMDP: An Adaptive Detection Procedure for False Discovery Rate Control in High-Dimensional Mediation Analysis NeurIPS 2023 A Measure-Theoretic Axiomatisation of Causality NeurIPS 2023 A Multi-Task Gaussian Process Model for Inferring Time-Varying Treatment Effects in Panel Data AISTATS 2023 Analysis of Mean Opinion Scores in Subjective Evaluation of Synthetic Speech Based on Tail Probabilities Interspeech 2023 An Efficient and Continuous Voronoi Density Estimator AISTATS 2023 A new ranking scheme for modern data and its application to two-sample hypothesis testing COLT 2023 A Pretty Fast Algorithm for Adaptive Private Mean Estimation COLT 2023 A Spectral Algorithm for List-Decodable Covariance Estimation in Relative Frobenius Norm NeurIPS 2023 A Statistical Exploration of Text Partition Into Constituents: The Case of the Priestly Source in the Books of Genesis and Exodus ACL 2023 Asymptotic confidence sets for random linear programs COLT 2023 Automated Search for Conjectures on Mathematical Constants using Analysis of Integer Sequences ICML 2023 Average Adjusted Association: Efficient Estimation with High Dimensional Confounders AISTATS 2023 Bootstrap in High Dimension with Low Computation ICML 2023 Bregman Deviations of Generic Exponential Families COLT 2023 Bulgarian Unstressed Vowel Reduction: Received Views vs Corpus Findings Interspeech 2023 CausalSim: A Causal Framework for Unbiased Trace-Driven Simulation NSDI 2023 Clustering above Exponential Families with Tempered Exponential Measures AISTATS 2023 Cold Analysis of Rao-Blackwellized Straight-Through Gumbel-Softmax Gradient Estimator ICML 2023 Combining Graphical and Algebraic Approaches for Parameter Identification in Latent Variable Structural Equation Models AISTATS 2023 Complexity of High-Dimensional Identity Testing with Coordinate Conditional Sampling COLT 2023 Comprehensive Algorithm Portfolio Evaluation using Item Response Theory JMLR 2023