arXiv Statistics @arxiv_stats@qoto.org

Federated Learning for Non-factorizable Models using Deep Generative Prior Approximations https://arxiv.org/abs/2405.16055 #stat.ML #stat.CO #stat.ME #cs.LG

Estimating the normal-inverse-Wishart distribution https://arxiv.org/abs/2405.16088 #math.ST #stat.ML #stat.TH #cs.LG

On the PM2.5 -- Mortality Relationship: A Bayesian Dynamic Model for Spatio-Temporal Confounding https://arxiv.org/abs/2405.16106 #stat.ME #stat.AP

Inference for Optimal Linear Treatment Regimes in Personalized Decision-making https://arxiv.org/abs/2405.16161 #stat.ME

Approximation of the Gompertz function with a multilogistic function https://arxiv.org/abs/2405.12984 #math.ST #stat.TH

A graph-structured distance for heterogeneous datasets with meta variables https://arxiv.org/abs/2405.13073 #stat.ML #cs.LG

Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method https://arxiv.org/abs/2405.13100 #stat.ME #cs.AI

On Convergence of the Alternating Directions SGHMC Algorithm https://arxiv.org/abs/2405.13140 #math.ST #math.PR #stat.TH #cs.LG

Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation https://arxiv.org/abs/2405.13149 #stat.ML #math.NA #math.PR #stat.CO #cs.LG #cs.NA

Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS https://arxiv.org/abs/2405.13153 #math.ST #stat.ML #stat.TH

Borrowing Strength in Distributionally Robust Optimization via Hierarchical Dirichlet Processes https://arxiv.org/abs/2405.13160 #stat.ML #cs.LG

Nonparametric estimation of FBSDEs with random terminal time https://arxiv.org/abs/2405.13266 #math.ST #stat.TH

Accelerated Evaluation of Ollivier-Ricci Curvature Lower Bounds: Bridging Theory and Computation https://arxiv.org/abs/2405.13302 #stat.ML #math.OC #cs.DM #cs.LG

Scalable Bayesian inference for heat kernel Gaussian processes on manifolds https://arxiv.org/abs/2405.13342 #stat.ME #math.ST #stat.TH

Joint Prediction Regions for time-series models https://arxiv.org/abs/2405.12234 #stat.ML #cs.LG

On an upper bound of the set of copulas with a given curvilinear section https://arxiv.org/abs/2405.12260 #math.ST #math.PR #stat.TH

Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators https://arxiv.org/abs/2405.12317 #stat.ML #cs.LG

A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject fMRI activation patterns https://arxiv.org/abs/2405.12325 #stat.AP #stat.CO

An Introduction on Solar Imaging Data Analytic Challenges and Opportunities for Statisticians https://arxiv.org/abs/2405.12331 #astro-ph.IM #astro-ph.SR #stat.AP

Determine the Number of States in Hidden Markov Models via Marginal Likelihood https://arxiv.org/abs/2405.12343 #math.ST #stat.ME #stat.TH