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Beyond Log-Concavity and Score Regularity: Improved Convergence Bounds for Score-Based Generative Models in W2-distance arxiv.org/abs/2501.02298 .ML .LG

Statistical Demography Meets Ministry of Health: The Case of the Family Planning Estimation Tool arxiv.org/abs/2501.00007 .AP

High-Dimensional Markov-switching Ordinary Differential Processes arxiv.org/abs/2501.00087 .ME .ST .AP .TH .LG

A portmanteau test for multivariate non-stationary functional time series with an increasing number of lags arxiv.org/abs/2501.00118 .ME

Post Launch Evaluation of Policies in a High-Dimensional Setting arxiv.org/abs/2501.00119 .ML .AP .ME .LG

Competitiveness of Formula 1 championship from 2012 to 2022 as measured by Kendall corrected evolutive coefficient arxiv.org/abs/2501.00126 .AP

Denoising Data with Measurement Error Using a Reproducing Kernel-based Diffusion Model arxiv.org/abs/2501.00212 .ME

Efficient Human-in-the-Loop Active Learning: A Novel Framework for Data Labeling in AI Systems arxiv.org/abs/2501.00277 .ML .AI .HC .LG

Matern and Generalized Wendland correlation models that parameterize hole effect, smoothness, and support arxiv.org/abs/2501.00558 .ME

Surrogate Modeling for Explainable Predictive Time Series Corrections arxiv.org/abs/2412.19897 .ML .LG

Towards Strong AI: Transformational Beliefs and Scientific Creativity arxiv.org/abs/2412.19938 .OT .AI

Linear Shrinkage Convexification of Penalized Linear Regression With Missing Data arxiv.org/abs/2412.19963 .ME

Kendall and Spearman Rank Correlations for Skew-Elliptical Copulas arxiv.org/abs/2412.20013 .ME

Forecasting Malaria in Indian States: A Time Series Approach with R Shiny Integration arxiv.org/abs/2412.20121 .AP

Debiased Nonparametric Regression for Statistical Inference and Distributionally Robustness arxiv.org/abs/2412.20173 .ME .EM .ST .ML .TH .LG

An Undergraduate Course on the Statistical Principles of Research Study Design arxiv.org/abs/2412.20175 .OT

Maximizing Predictive Performance for Small Subgroups: Functionally Adaptive Interaction Regularization (FAIR) arxiv.org/abs/2412.20190 .AP

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