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Real-time risk estimation for active road safety: Leveraging Waymo AV sensor data with hierarchical Bayesian extreme value models arxiv.org/abs/2407.16832 .AP

Federated Automatic Latent Variable Selection in Multi-output Gaussian Processes arxiv.org/abs/2407.16935 .ML .LG

Provable Benefit of Annealed Langevin Monte Carlo for Non-log-concave Sampling arxiv.org/abs/2407.16936 .ML .ST .CO .TH .LG

Stochastic Variance-Reduced Iterative Hard Thresholding in Graph Sparsity Optimization arxiv.org/abs/2407.16968 .ML .AI .LG

A Bayesian modelling framework for health care resource use and costs in trial-based economic evaluations arxiv.org/abs/2407.17036 .ME .AP

Spatially-clustered spatial autoregressive models with application to agricultural market concentration in Europe arxiv.org/abs/2407.15874 .ME .AP .CO

A divide-and-conquer approach for spatio-temporal analysis of large house price data from Greater London arxiv.org/abs/2407.15905 .AP

AI for Handball: predicting and explaining the 2024 Olympic Games tournament with Deep Learning and Large Language Models arxiv.org/abs/2407.15987 .AP .AI

Robust and consistent model evaluation criteria in high-dimensional regression arxiv.org/abs/2407.16116 .ME

Investigating the HIV Epidemic in Miami Using a Novel Approach for Bayesian Inference on Partially Observed Networks arxiv.org/abs/2407.16135 .AP

A Randomized Exchange Algorithm for Optimal Design of Multi-Response Experiments arxiv.org/abs/2407.16283 .CO .ME

Robust Bayesian Model Averaging for Linear Regression Models With Heavy-Tailed Errors arxiv.org/abs/2407.16366 .ME .CO

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