arXiv Statistics @arxiv_stats@qoto.org

A Survey on the Visual Perceptions of Gaussian Noise Filtering on Photography. (arXiv:2012.10472v1 [cs.CV]) http://arxiv.org/abs/2012.10472

A closed form scale bound for the $(\epsilon, \delta)$-differentially private Gaussian Mechanism valid for all privacy regimes. (arXiv:2012.10523v1 [cs.CR]) http://arxiv.org/abs/2012.10523

Identifying latent groups in spatial panel data using a Markov random field constrained product partition model. (arXiv:2012.10541v1 [stat.ME]) http://arxiv.org/abs/2012.10541

Identifying the latent space geometry of network models through analysis of curvature. (arXiv:2012.10559v1 [stat.ME]) http://arxiv.org/abs/2012.10559

Communication-Aware Collaborative Learning. (arXiv:2012.10569v1 [cs.LG]) http://arxiv.org/abs/2012.10569

High-Dimensional Spatial Quantile Function-on-Scalar Regression. (arXiv:2012.10579v1 [stat.ME]) http://arxiv.org/abs/2012.10579

The FLOod Probability Interpolation Tool (FLOPIT): Improving Spatial Flood Probability Quantification and Communication Through Higher Resolution Mapping. (arXiv:2012.10590v1 [stat.AP]) http://arxiv.org/abs/2012.10590

The level crossings of random sums. (arXiv:2012.10596v1 [math.PR]) http://arxiv.org/abs/2012.10596

Scalable and Provably Accurate Algorithms for Differentially Private Distributed Decision Tree Learning. (arXiv:2012.10602v1 [cs.LG]) http://arxiv.org/abs/2012.10602

Nonparametric multimodal regression for circular data. (arXiv:2012.09915v1 [stat.ME]) http://arxiv.org/abs/2012.09915

Tutorial: Introduction to computational causal inference for applied researchers and epidemiologists using reproducible Stata code with translations to R and Python. (arXiv:2012.09920v1 [stat.ME]) http://arxiv.org/abs/2012.09920

Individually Conditional Individual Mutual Information Bound on Generalization Error. (arXiv:2012.09922v1 [cs.IT]) http://arxiv.org/abs/2012.09922

Research Reproducibility as a Survival Analysis. (arXiv:2012.09932v1 [stat.ML]) http://arxiv.org/abs/2012.09932

Increasing the efficiency of randomized trial estimates via linear adjustment for a prognostic score. (arXiv:2012.09935v1 [stat.ML]) http://arxiv.org/abs/2012.09935

Guiding Neural Network Initialization via Marginal Likelihood Maximization. (arXiv:2012.09943v1 [stat.ML]) http://arxiv.org/abs/2012.09943

High Dimensional Level Set Estimation with Bayesian Neural Network. (arXiv:2012.09973v1 [stat.ML]) http://arxiv.org/abs/2012.09973

Exact Clustering in Tensor Block Model: Statistical Optimality and Computational Limit. (arXiv:2012.09996v1 [stat.ME]) http://arxiv.org/abs/2012.09996

Interpretable Model Summaries Using the Wasserstein Distance. (arXiv:2012.09999v1 [stat.ME]) http://arxiv.org/abs/2012.09999

Prediction of brain strain across head impact subtypes using 18 brain injury criteria. (arXiv:2012.10006v1 [q-bio.TO]) http://arxiv.org/abs/2012.10006

Optimal transport for vector Gaussian mixture models. (arXiv:2012.09226v1 [stat.ML]) http://arxiv.org/abs/2012.09226