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Uncertainty Quantification under Noisy Constraints, with Applications to Raking arxiv.org/abs/2407.20520 .ME .NA .AP .CO .NA

Laplace approximation for Bayesian variable selection via Le Cam's one-step procedure arxiv.org/abs/2407.20580 .ME

Weak neural variational inference for solving Bayesian inverse problems without forward models: applications in elastography arxiv.org/abs/2407.20697 .ML .LG

Persistent Sampling: Unleashing the Potential of Sequential Monte Carlo arxiv.org/abs/2407.20722 .ML .CO .LG

A Local Modal Outer-Product-Gradient Estimator for Dimension Reduction arxiv.org/abs/2407.20738 .ME

Linear mixed modelling of federated data when only the mean, covariance, and sample size are available arxiv.org/abs/2407.20796 .ME

Multimodal data integration and cross-modal querying via orchestrated approximate message passing arxiv.org/abs/2407.19030 .ME .ST .TH

Flusion: Integrating multiple data sources for accurate influenza predictions arxiv.org/abs/2407.19054 -bio.PE .ML .AP .LG

Partial Identification of the Average Treatment Effect with Stochastic Counterfactuals and Discordant Twins arxiv.org/abs/2407.19057 .ME .OC

Assessing Spatial Disparities: A Bayesian Linear Regression Approach arxiv.org/abs/2407.19171 .ME

Network sampling based inference for subgraph counts and clustering coefficient in a Stochastic Block Model framework with some extensions to a sparse case arxiv.org/abs/2407.19191 .ST .ME .TH

A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific Fitting arxiv.org/abs/2407.19269 .ME .CV

The Impact of Foreign Players in the English Premier League: A Mathematical Analys arxiv.org/abs/2407.19285 .OT

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