Statistics

Power of knockoff: The impact of ranking algorithm, augmented design, and symmetric statistic JMLR 2024 Principal Component Analysis as a Sanity Check for Bayesian Phylolinguistic Reconstruction COLING 2024 Principle Component Trees and Their Persistent Homology AAAI 2024 Privately Learning Smooth Distributions on the Hypercube by Projections ICML 2024 Private Vector Mean Estimation in the Shuffle Model: Optimal Rates Require Many Messages ICML 2024 Probabilistic size-and-shape functional mixed models NeurIPS 2024 Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024 Random Forest Weighted Local Fréchet Regression with Random Objects JMLR 2024 Random matrix theory improved Fréchet mean of symmetric positive definite matrices ICML 2024 Recursive Estimation of Conditional Kernel Mean Embeddings JMLR 2024 Resolution Limit of Single-Photon LiDAR CVPR 2024 Robust Principal Component Analysis using Density Power Divergence JMLR 2024 Sample Complexity of Posted Pricing for a Single Item NeurIPS 2024 Sample-Optimal Locally Private Hypothesis Selection and the Provable Benefits of Interactivity COLT 2024 Scalable Learning of Item Response Theory Models AISTATS 2024 Scalable Multiple Kernel Clustering: Learning Clustering Structure from Expectation ICML 2024 Scores for Learning Discrete Causal Graphs with Unobserved Confounders AAAI 2024 Semi-supervised Inference for Block-wise Missing Data without Imputation JMLR 2024 Spatial meshing for general Bayesian multivariate models JMLR 2024 Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract) COLT 2024 Spectral Regularized Kernel Goodness-of-Fit Tests JMLR 2024 Speech Rate and Salient Syllables Position in Spontaneous Speech of Children with Autism Spectrum Disorder COLING 2024 Statistical and Geometrical properties of the Kernel Kullback-Leibler divergence NeurIPS 2024 Statistical Estimation in the Spiked Tensor Model via the Quantum Approximate Optimization Algorithm NeurIPS 2024 Statistical Multicriteria Benchmarking via the GSD-Front NeurIPS 2024