arXiv Statistics @arxiv_stats@qoto.org

Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data https://arxiv.org/abs/2409.13342 #stat.ML #cs.LG

Reproduction of IVFS algorithm for high-dimensional topology preservation feature selection https://arxiv.org/abs/2409.12195 #stat.ML #cs.LG

Simultaneous Estimation of Many Sparse Networks via Hierarchical Poisson Log-Normal Model https://arxiv.org/abs/2409.12275 #stat.ME

Amortized Variational Inference for Deep Gaussian Processes https://arxiv.org/abs/2409.12301 #stat.ML #cs.LG

Heckman Selection Contaminated Normal Model https://arxiv.org/abs/2409.12348 #stat.ME

Optimizing MCMC-Driven Bayesian Neural Networks for High-Precision Medical Image Classification in Small Sample Sizes https://arxiv.org/abs/2409.12355 #stat.CO

International Trade Network: Statistical Analysis and Modeling https://arxiv.org/abs/2409.12358 #stat.AP

Two New Families of Local Asymptotically Minimax Lower Bounds in Parameter Estimation https://arxiv.org/abs/2409.12491 #math.ST #math.IT #stat.TH #cs.IT

Neymanian inference in randomized experiments https://arxiv.org/abs/2409.12498 #stat.ME #math.ST #stat.TH

CLE-SH: Comprehensive Literal Explanation package for SHapley values by statistical validity https://arxiv.org/abs/2409.12578 #stat.CO #stat.AP

Test-Time Augmentation Meets Variational Bayes https://arxiv.org/abs/2409.12587 #stat.ML #cs.AI #cs.LG

Equity considerations in COVID-19 vaccine allocation modelling: a literature review https://arxiv.org/abs/2409.11462 #stat.AP

Decomposing Gaussians with Unknown Covariance https://arxiv.org/abs/2409.11497 #stat.ME #stat.ML

Interpretability Indices and Soft Constraints for Factor Models https://arxiv.org/abs/2409.11525 #stat.ME

A Robust Approach to Gaussian Processes Implementation https://arxiv.org/abs/2409.11577 #stat.CO

Outlier Detection with Cluster Catch Digraphs https://arxiv.org/abs/2409.11596 #stat.ML #cs.LG

Forecasting age distribution of life-table death counts via {\alpha}-transformation https://arxiv.org/abs/2409.11658 #stat.AP #stat.ME

Bias Reduction in Matched Observational Studies with Continuous Treatments: Calipered Non-Bipartite Matching and Bias-Corrected Estimation and Inference https://arxiv.org/abs/2409.11701 #stat.ME #stat.AP

Model-Embedded Gaussian Process Regression for Parameter Estimation in Dynamical System https://arxiv.org/abs/2409.11745 #stat.CO #math.DS

Symmetry-Based Structured Matrices for Efficient Approximately Equivariant Networks https://arxiv.org/abs/2409.11772 #stat.ML #cs.LG