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Bayesian symbolic regression: Automated equation discovery from a physicists' perspective arxiv.org/abs/2507.19540 -mat.stat-mech .data-an .ML .LG

Consistency and Central Limit Results for the Maximum Likelihood Estimator in the Admixture Model arxiv.org/abs/2507.19564 .AP

Inference with weights: Residualization produces short, valid intervals for varying estimands and varying resampling processes arxiv.org/abs/2507.19607 .ME

State evolution beyond first-order methods I: Rigorous predictions and finite-sample guarantees arxiv.org/abs/2507.19611 .ST .OC .ML .TH .LG

A direct approach to tree-guided feature aggregation for high-dimensional regression arxiv.org/abs/2507.19650 .ME

Adaptive Bayesian Data-Driven Design of Reliable Solder Joints for Micro-electronic Devices arxiv.org/abs/2507.19663 .comp-ph .ML .LG

A Comparison of the Bayesian Posterior Probability and the Frequentist $p$-Value in Testing Equivalence Hypotheses arxiv.org/abs/2507.19685 .ME

Spatialize v1.0: A Python/C++ Library for Ensemble Spatial Interpolation arxiv.org/abs/2507.17867 .ME

Multinomial thresholded LASSO for interpretable dimension reduction of human activity sequences arxiv.org/abs/2507.17900 .ME

Bayesian Variable Selection in Multivariate Regression Under Collinearity in the Design Matrix arxiv.org/abs/2507.17975 .ME .CO

Large-scale entity resolution via microclustering Ewens--Pitman random partitions arxiv.org/abs/2507.18101 .ME .ST .CO .ML .TH

Regression approaches for modelling genotype-environment interaction and making predictions into unseen environments arxiv.org/abs/2507.18125 .ME .AP

Bounding Conditional Value-at-Risk via Auxiliary Distributions with Bounded Discrepancies arxiv.org/abs/2507.18129 .ST .TH

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