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Large language model validity via enhanced conformal prediction methods arxiv.org/abs/2406.09714 .ML .ME .LG

Stable network inference in high-dimensional graphical model using single-linkage arxiv.org/abs/2406.09865 .ST .TH

Lasso Multinomial Performance Indicators for in-play Basketball Data arxiv.org/abs/2406.09895 .AP

Empirical Evidence That There Is No Such Thing As A Validated Prediction Model arxiv.org/abs/2406.08628 .ME

Large Stepsize Gradient Descent for Non-Homogeneous Two-Layer Networks: Margin Improvement and Fast Optimization arxiv.org/abs/2406.08654 .ML .OC .LG

Pruning is Optimal for Learning Sparse Features in High-Dimensions arxiv.org/abs/2406.08658 .ML .LG

Variational Bayes Inference for Spatial Error Models with Missing Data arxiv.org/abs/2406.08685 .ME

Volatility Forecasting Using Similarity-based Parameter Correction and Aggregated Shock Information arxiv.org/abs/2406.08738 .AP .ME

Learning Joint and Individual Structure in Network Data with Covariates arxiv.org/abs/2406.08776 .ME .ML

Improved methods for empirical Bayes multivariate multiple testing and effect size estimation arxiv.org/abs/2406.08784 .ME

surveygenmod2: A SAS macro for estimating complex survey adjusted generalized linear models and Wald-type tests arxiv.org/abs/2406.07651 .ME .CO

Fully Adaptive Regret-Guaranteed Algorithm for Control of Linear Quadratic Systems arxiv.org/abs/2406.07746 .ML .SY .LG .SY

The Exchangeability Assumption for Permutation Tests of Multiple Regression Models: Implications for Statistics and Data Science arxiv.org/abs/2406.07756 .ME

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