arXiv Statistics @arxiv_stats@qoto.org

Privacy for Free in the Over-Parameterized Regime https://arxiv.org/abs/2410.14787 #stat.ML #cs.CR #cs.LG

Differentially Private Covariate Balancing Causal Inference https://arxiv.org/abs/2410.14789 #stat.ME #cs.CR #cs.LG

Predictive variational inference: Learn the predictively optimal posterior distribution https://arxiv.org/abs/2410.14843 #stat.ML #stat.ME #cs.LG

A New One Parameter Unit Distribution: Median Based Unit Rayleigh (MBUR): Parametric Quantile Regression Model https://arxiv.org/abs/2410.14857 #stat.ME #math.PR

Fast and Optimal Changepoint Detection and Localization using Bonferroni Triplets https://arxiv.org/abs/2410.14866 #stat.ME

Stochastic Loss Reserving: Dependence and Estimation https://arxiv.org/abs/2410.14985 #q-fin.RM #stat.ME #stat.AP

Statistical Inference for Feature Selection after Optimal Transport-based Domain Adaptation https://arxiv.org/abs/2410.15022 #stat.ML #cs.LG

Copula based joint regression models for correlated data: an analysis in the bivariate case https://arxiv.org/abs/2410.11892 #stat.ME #stat.AP

A Structural Text-Based Scaling Model for Analyzing Political Discourse https://arxiv.org/abs/2410.11897 #stat.ME #math.ST #stat.TH

Stochastic Nonlinear Model Updating in Structural Dynamics Using a Novel Likelihood Function within the Bayesian-MCMC Framework https://arxiv.org/abs/2410.11902 #stat.ME #math.DS #math.PR

"The Simplest Idea One Can Have" for Seamless Forecasts with Postprocessing https://arxiv.org/abs/2410.11916 #physics.ao-ph #stat.ME

Parametric model reduction of mean-field and stochastic systems via higher-order action matching https://arxiv.org/abs/2410.12000 #stat.ML #math.NA #cs.LG #cs.NA

Learning with Importance Weighted Variational Inference: Asymptotics for Gradient Estimators of the VR-IWAE Bound https://arxiv.org/abs/2410.12035 #stat.ML #cs.LG

Deep Optimal Sensor Placement for Black Box Stochastic Simulations https://arxiv.org/abs/2410.12036 #stat.ML #stat.AP #cs.LG

Constructing Interpretable Prediction Models with 1D DNNs: An Example in Irregular ECG Classification https://arxiv.org/abs/2410.12059 #stat.AP

A Unified Framework for Causal Estimand Selection https://arxiv.org/abs/2410.12093 #stat.ME

A General Latent Embedding Approach for Modeling Non-uniform High-dimensional Sparse Hypergraphs with Multiplicity https://arxiv.org/abs/2410.12108 #stat.ME

Adaptive sparsening and smoothing of the treatment model for longitudinal causal inference using outcome-adaptive LASSO and marginal fused LASSO https://arxiv.org/abs/2410.08283 #stat.ME

Identifiability and Sensitivity Analysis of Kriging Weights for the Matern Kernel https://arxiv.org/abs/2410.08310 #stat.CO

Correspondence of NNGP Kernel and the Matern Kernel https://arxiv.org/abs/2410.08311 #stat.ML #cs.LG