arXiv Statistics @arxiv_stats@qoto.org

Machine learning accelerates fuel cell life testing https://arxiv.org/abs/2504.18835 #stat.AP

ReLU integral probability metric and its applications https://arxiv.org/abs/2504.18897 #stat.ML #stat.ME #cs.LG

A Langevin sampling algorithm inspired by the Adam optimizer https://arxiv.org/abs/2504.18911 #stat.CO #stat.ML #cs.LG

Learning Enhanced Ensemble Filters https://arxiv.org/abs/2504.17836 #physics.comp-ph #stat.ML #eess.SY #cs.LG #cs.SY

SOFARI-R: High-Dimensional Manifold-Based Inference for Latent Responses https://arxiv.org/abs/2504.17874 #stat.ME #stat.ML #cs.LG

Bernstein Polynomial Processes for Continuous Time Change Detection https://arxiv.org/abs/2504.17876 #stat.ME #math.ST #stat.AP #stat.TH

Model Error Covariance Estimation for Weak Constraint Data Assimilation https://arxiv.org/abs/2504.17900 #stat.ME #math.NA #math.OC #cs.NA

Non-identifiability distinguishes Neural Networks among Parametric Models https://arxiv.org/abs/2504.18017 #math.ST #stat.ML #stat.TH #cs.LG

A Directional Measure of Marginal Inhomogeneity for Square Contingency Tables using Discrete-time hazard https://arxiv.org/abs/2504.18100 #stat.ME

Debiased Continuous Updating GMM with Many Weak Instruments https://arxiv.org/abs/2504.18107 #stat.ME

Fast approximative estimation of conditional Shapley values when using a linear regression model or a polynomial regression model https://arxiv.org/abs/2504.18167 #stat.ME #stat.ML

Learning Operators by Regularized Stochastic Gradient Descent with Operator-valued Kernels https://arxiv.org/abs/2504.18184 #stat.ML #math.FA #math.ST #stat.TH #cs.LG

Auto-Regressive Standard Precipitation Index: A Bayesian Approach for Drought Characterization https://arxiv.org/abs/2504.18197 #stat.AP

A Weighted-likelihood framework for class imbalance in Bayesian prediction models https://arxiv.org/abs/2504.17013 #stat.AP #stat.ML

A Sensitivity Analysis Framework for Quantifying Confidence in Decisions in the Presence of Data Uncertainty https://arxiv.org/abs/2504.17043 #stat.ME #stat.AP

Conditional-Marginal Nonparametric Estimation for Stage Waiting Times from Multi-Stage Models under Dependent Right Censoring https://arxiv.org/abs/2504.17089 #stat.ME

MOOSE ProbML: Parallelized Probabilistic Machine Learning and Uncertainty Quantification for Computational Energy Applications https://arxiv.org/abs/2504.17101 #stat.AP

Target trial emulation without matching: a more efficient approach for evaluating vaccine effectiveness using observational data https://arxiv.org/abs/2504.17104 #stat.ME #stat.AP

Physics-informed features in supervised machine learning https://arxiv.org/abs/2504.17112 #stat.ML #math.NA #cs.LG #cs.NA

Estimation and Inference for the Average Treatment Effect in a Score-Explained Heterogeneous Treatment Effect Model https://arxiv.org/abs/2504.17126 #stat.ME #math.ST #stat.TH