arXiv Statistics @arxiv_stats@qoto.org

High-Dimensional Gaussian Process Regression with Soft Kernel Interpolation https://arxiv.org/abs/2410.21419 #stat.ML #cs.LG

Causal Bootstrap for General Randomized Designs https://arxiv.org/abs/2410.21464 #stat.ME

Hybrid Bayesian Smoothing on Surfaces https://arxiv.org/abs/2410.21469 #stat.ME

Bayesian Nonparametric Models for Multiple Raters: a General Statistical Framework https://arxiv.org/abs/2410.21498 #stat.ME #stat.AP

VISTA-SSM: Varying and Irregular Sampling Time-series Analysis via State Space Models https://arxiv.org/abs/2410.21527 #stat.AP

Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational Data https://arxiv.org/abs/2410.21531 #stat.ML #cs.LG

Enhancing parameter estimation in finite mixture of generalized normal distributions https://arxiv.org/abs/2410.21559 #stat.ME #stat.AP #stat.CO

Statistical Test for Auto Feature Engineering by Selective Inference https://arxiv.org/abs/2410.19768 #stat.ML #cs.LG

Sampling from Bayesian Neural Network Posteriors with Symmetric Minibatch Splitting Langevin Dynamics https://arxiv.org/abs/2410.19780 #stat.ML #math.NA #math.PR #stat.CO #stat.ME #cs.LG #cs.NA

Wasserstein distance in terms of the comonotonicity Copula https://arxiv.org/abs/2410.19914 #math.ST #math.PR #stat.TH

Statistical Inference in Classification of High-dimensional Gaussian Mixture https://arxiv.org/abs/2410.19950 #stat.ML #cs.LG

L\'evy graphical models https://arxiv.org/abs/2410.19952 #math.ST #stat.ME #stat.TH

Dimension reduction via score ratio matching https://arxiv.org/abs/2410.19990 #stat.CO #stat.ML #cs.LG

Accurate Inference for Penalized Logistic Regression https://arxiv.org/abs/2410.20045 #stat.ME

Near-Optimal Streaming Heavy-Tailed Statistical Estimation with Clipped SGD https://arxiv.org/abs/2410.20135 #stat.ML #cs.LG

Functional Mixture Regression Control Chart https://arxiv.org/abs/2410.20138 #stat.ME #stat.AP

Robust Bayes-assisted Confidence Regions https://arxiv.org/abs/2410.20169 #stat.ME

Deterministic Fokker-Planck Transport -- With Applications to Sampling, Variational Inference, Kernel Mean Embeddings & Sequential Monte Carlo https://arxiv.org/abs/2410.18993 #stat.ML #math.NA #math.ST #stat.ME #stat.TH #cs.LG #cs.NA

Median Based Unit Weibull (MBUW): a new unit distribution Properties https://arxiv.org/abs/2410.19019 #stat.ME #math.PR

Enhancing Approximate Modular Bayesian Inference by Emulating the Conditional Posterior https://arxiv.org/abs/2410.19028 #stat.ME #stat.CO