arXiv Statistics @arxiv_stats@qoto.org

Quantifying Knowledge Distillation Using Partial Information Decomposition https://arxiv.org/abs/2411.07483 #stat.ML #eess.IV #math.IT #cs.CV #cs.IT #cs.LG

Exogenous Randomness Empowering Random Forests https://arxiv.org/abs/2411.07554 #stat.ML #math.ST #stat.TH #cs.LG

Semi-supervised learning using copula-based regression and model averaging https://arxiv.org/abs/2411.07617 #stat.ME

Quasi-Bayes empirical Bayes: a sequential approach to the Poisson compound decision problem https://arxiv.org/abs/2411.07651 #stat.ME #stat.ML

Testing LRD in the spectral domain for functional time series in manifolds https://arxiv.org/abs/2411.07731 #math.ST #stat.TH

Layered Hill esimator for extreme data in clusters https://arxiv.org/abs/2411.05808 #math.ST #math.PR #stat.TH

Simulation Studies For Goodness-of-Fit and Two-Sample Methods For Univariate Data https://arxiv.org/abs/2411.05839 #stat.ME #hep-ex

A Fundamental Accuracy--Robustness Trade-off in Regression and Classification https://arxiv.org/abs/2411.05853 #stat.ML #cs.LG

Compactly-supported nonstationary kernels for computing exact Gaussian processes on big data https://arxiv.org/abs/2411.05869 #stat.ML #stat.AP #stat.CO #stat.ME #cs.LG

A Pole-Based Approach to Interpret Electromechanical Impedance Measurements in Structural Health Monitoring https://arxiv.org/abs/2411.05871 #stat.AP #math.DS

Sequential Monte Carlo with active subspaces https://arxiv.org/abs/2411.05935 #stat.CO

Joint Spatiotemporal Modeling of Zooplankton and Whale Abundance in a Dynamic Marine Environment https://arxiv.org/abs/2411.06001 #stat.AP

CQUESST: A dynamical stochastic framework for predicting soil-carbon sequestration https://arxiv.org/abs/2411.06073 #stat.AP #stat.CO

Rational Expectations Nonparametric Empirical Bayes https://arxiv.org/abs/2411.06129 #stat.ME

Deep Nonparametric Conditional Independence Tests for Images https://arxiv.org/abs/2411.06140 #stat.ML #eess.IV #math.ST #stat.ME #stat.TH #cs.LG

Kernel density estimation with polyspherical data and its applications https://arxiv.org/abs/2411.04166 #stat.ME #math.ST #stat.TH

Using Linked Micromaps for Evidence-Based Policy https://arxiv.org/abs/2411.04211 #stat.AP

Debiasing Synthetic Data Generated by Deep Generative Models https://arxiv.org/abs/2411.04216 #stat.ML #cs.LG

dsld: A Socially Relevant Tool for Teaching Statistics https://arxiv.org/abs/2411.04228 #stat.ME #stat.AP #cs.IR #cs.LG

Detecting State Changes in Functional Neuronal Connectivity using Factorial Switching Linear Dynamical Systems https://arxiv.org/abs/2411.04229 #stat.ME