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Dimension-free Relaxation Times of Informed MCMC Samplers on Discrete Spaces arxiv.org/abs/2404.03867 .CO .PR .ML

Latent Space-based Likelihood Estimation Using Single Observation for Bayesian Updating of Nonlinear Hysteretic Model arxiv.org/abs/2404.03871 .AP

Wasserstein F-tests for Fr\'echet regression on Bures-Wasserstein manifolds arxiv.org/abs/2404.03878 .ME .ML

General Effect Modelling (GEM) -- Part 2. Multivariate GEM applied to gene expression data of type 2 diabetes detects information that is lost by univariate validation arxiv.org/abs/2404.03029 .ME .AP

General Effect Modelling (GEM) -- Part 3. GEM applied on proteome data of cerebrospinal fluid of multiple sclerosis and clinically isolated syndrome arxiv.org/abs/2404.03034 .ME .AP

Asymptotically-exact selective inference for quantile regression arxiv.org/abs/2404.03059 .ME .ST .TH

Consistency of the bootstrap for asymptotically linear estimators based on machine learning arxiv.org/abs/2404.03064 .ST .TH

ALAAMEE: Open-source software for fitting autologistic actor attribute models arxiv.org/abs/2404.03116 .CO .ME .SI

A Bayesian factor analysis model for high-dimensional microbiome count data arxiv.org/abs/2404.03127 .ME

Orthogonal calibration via posterior projections with applications to the Schwarzschild model arxiv.org/abs/2404.03152 .ME

Seemingly unrelated Bayesian additive regression trees for cost-effectiveness analyses in healthcare arxiv.org/abs/2404.02228 .ME .EM .AP

On Stronger Computational Separations Between Multimodal and Unimodal Machine Learning arxiv.org/abs/2404.02254 .ML .LG

Integrating representative and non-representative survey data for efficient inference arxiv.org/abs/2404.02283 .ME .AP

Optimal combination of composite likelihoods using approximate Bayesian computation with application to state-space models arxiv.org/abs/2404.02313 .ME .CO

Exploring the Connection Between the Normalized Power Prior and Bayesian Hierarchical Models arxiv.org/abs/2404.02453 .ME .ST .TH

Small diffusivity asymptotics for a linear parabolic SPDE in two space dimensions arxiv.org/abs/2404.02513 .ST .TH

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