arXiv Statistics @arxiv_stats@qoto.org

Sufficient dimension reduction for feature matrices. (arXiv:2303.04286v1 [stat.ME]) http://arxiv.org/abs/2303.04286

Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models. (arXiv:2303.04288v1 [stat.ML]) http://arxiv.org/abs/2303.04288

Optimal Sparse Recovery with Decision Stumps. (arXiv:2303.04301v1 [stat.ML]) http://arxiv.org/abs/2303.04301

Provable Pathways: Learning Multiple Tasks over Multiple Paths. (arXiv:2303.04338v1 [cs.LG]) http://arxiv.org/abs/2303.04338

Interpretable Architecture Neural Networks for Function Visualization. (arXiv:2303.03393v1 [cs.LG]) http://arxiv.org/abs/2303.03393

Integrative data analysis where partial covariates have complex non-linear effects by using summary information from a real-world data. (arXiv:2303.03497v1 [stat.ME]) http://arxiv.org/abs/2303.03497

Properties of Marginal Sequential Monte Carlo Methods. (arXiv:2303.03498v1 [stat.CO]) http://arxiv.org/abs/2303.03498

A Semi-Parametric Model Simultaneously Handling Unmeasured Confounding, Informative Cluster Size, and Truncation by Death with a Data Application in Medicare Claims. (arXiv:2303.03502v1 [stat.ME]) http://arxiv.org/abs/2303.03502

An Efficient Data Integration Scheme for Synthesizing Information from Multiple Secondary Datasets for the Parameter Inference of the Main Analysis. (arXiv:2303.03512v1 [stat.ME]) http://arxiv.org/abs/2303.03512

The Effect of Substance Use on Brain Ageing: A New Causal Inference Framework for Incomplete and Massive Phenomic Data. (arXiv:2303.03520v1 [stat.ME]) http://arxiv.org/abs/2303.03520

Bayesian Adaptive Selection of Variables for Function-on-Scalar Regression Models. (arXiv:2303.03521v1 [stat.ME]) http://arxiv.org/abs/2303.03521

Extreme eigenvalues of sample covariance matrices under generalized elliptical models with applications. (arXiv:2303.03532v1 [stat.ME]) http://arxiv.org/abs/2303.03532

Expressivity of Shallow and Deep Neural Networks for Polynomial Approximation. (arXiv:2303.03544v1 [cs.LG]) http://arxiv.org/abs/2303.03544

Robust Dominant Periodicity Detection for Time Series with Missing Data. (arXiv:2303.03553v1 [cs.LG]) http://arxiv.org/abs/2303.03553

Eryn : A multi-purpose sampler for Bayesian inference. (arXiv:2303.02164v1 [astro-ph.IM]) http://arxiv.org/abs/2303.02164

Interpretable reduced-order modeling with time-scale separation. (arXiv:2303.02189v1 [stat.ML]) http://arxiv.org/abs/2303.02189

Causal Inference using Multivariate Generalized Linear Mixed-Effects Models with Longitudinal Data. (arXiv:2303.02201v1 [stat.ME]) http://arxiv.org/abs/2303.02201

AIRU-WRF: A Physics-Guided Spatio-Temporal Wind Forecasting Model and its Application to the U.S. North Atlantic Offshore Wind Energy Areas. (arXiv:2303.02246v1 [stat.AP]) http://arxiv.org/abs/2303.02246

Certified Robust Neural Networks: Generalization and Corruption Resistance. (arXiv:2303.02251v1 [stat.ML]) http://arxiv.org/abs/2303.02251

Learning High-Dimensional Single-Neuron ReLU Networks with Finite Samples. (arXiv:2303.02255v1 [cs.LG]) http://arxiv.org/abs/2303.02255