arXiv Statistics @arxiv_stats@qoto.org

Meta-Posterior Consistency for the Bayesian Inference of Metastable System https://arxiv.org/abs/2408.01868 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

Kairosis: A method for dynamical probability forecast aggregation informed by Bayesian change point detection https://arxiv.org/abs/2408.00785 #stat.AP

Deep Learning Approach for Changepoint Detection: Penalty Parameter Optimization https://arxiv.org/abs/2408.00856 #stat.ML #cs.LG

Gradient-free optimization via integration https://arxiv.org/abs/2408.00888 #stat.CO

Early Stopping Based on Repeated Significance https://arxiv.org/abs/2408.00908 #stat.ME #cs.LG

Aggregation Models with Optimal Weights for Distributed Gaussian Processes https://arxiv.org/abs/2408.00955 #stat.ML #stat.ME #cs.LG

META-ANOVA: Screening interactions for interpretable machine learning https://arxiv.org/abs/2408.00973 #stat.ML #math.ST #stat.TH #cs.LG

A Family of Distributions of Random Subsets for Controlling Positive and Negative Dependence https://arxiv.org/abs/2408.01022 #stat.ML #cs.LG

Universality of kernel random matrices and kernel regression in the quadratic regime https://arxiv.org/abs/2408.01062 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

Probabilistic Inversion Modeling of Gas Emissions: A Gradient-Based MCMC Estimation of Gaussian Plume Parameters https://arxiv.org/abs/2408.01298 #stat.AP #stat.CO #stat.ME

Assessing Robustness of Machine Learning Models using Covariate Perturbations https://arxiv.org/abs/2408.01300 #stat.ML #cs.LG

Algorithms for Collaborative Machine Learning under Statistical Heterogeneity https://arxiv.org/abs/2408.00050 #stat.ML #cs.DC #cs.LG

When Audits and Recounts Distract from Election Integrity: The 2020 U.S. Presidential Election in Georgia https://arxiv.org/abs/2408.00055 #stat.AP

A new unit-bimodal distribution based on correlated Birnbaum-Saunders random variables https://arxiv.org/abs/2408.00100 #stat.ME #math.PR

Distributionally Robust Optimization as a Scalable Framework to Characterize Extreme Value Distributions https://arxiv.org/abs/2408.00131 #q-fin.RM #stat.ML #cs.AI #cs.LG

Fast variational Bayesian inference for correlated survival data: an application to invasive mechanical ventilation duration analysis https://arxiv.org/abs/2408.00177 #stat.ME

Gaussian Processes Sampling with Sparse Grids under Additive Schwarz Preconditioner https://arxiv.org/abs/2408.00206 #stat.CO #stat.ML

Empirical Bayes Linked Matrix Decomposition https://arxiv.org/abs/2408.00237 #stat.ML #stat.ME #cs.LG

Strong Oracle Guarantees for Partial Penalized Tests of High Dimensional Generalized Linear Models https://arxiv.org/abs/2408.00270 #math.ST #stat.ME #stat.TH

Operator on Operator Regression in Quantum Probability https://arxiv.org/abs/2408.00289 #quant-ph #stat.ME