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

Universality of kernel random matrices and kernel regression in the quadratic regime arxiv.org/abs/2408.01062 .ML .PR .ST .TH .LG

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

Assessing Robustness of Machine Learning Models using Covariate Perturbations arxiv.org/abs/2408.01300 .ML .LG

Algorithms for Collaborative Machine Learning under Statistical Heterogeneity arxiv.org/abs/2408.00050 .ML .DC .LG

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

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

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

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

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

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

Spatial Weather, Socio-Economic and Political Risks in Probabilistic Load Forecasting arxiv.org/abs/2408.00507 -fin.EC -fin.RM .AP .GN .CO .CE

Bayesian thresholded modeling for integrating brain node and network predictors arxiv.org/abs/2407.21154 .ME

Computational methods to simultaneously compare the predictive values of two diagnostic tests with missing data: EM-SEM algorithms and multiple imputation arxiv.org/abs/2407.21190 .OT

Analyzing Customer-Facing Vendor Experiences with Time Series Forecasting and Monte Carlo Techniques arxiv.org/abs/2407.21193 .ML .CO .LG

Supervised brain node and network construction under voxel-level functional imaging arxiv.org/abs/2407.21242 .AP .CO

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