arXiv Statistics @arxiv_stats@qoto.org

Forecasting High-Frequency Spatio-Temporal Wind Power with Dimensionally Reduced Echo State Networks. (arXiv:2102.01141v1 [stat.AP]) http://arxiv.org/abs/2102.01141

Double bootstrapping for visualising the distribution of descriptive statistics of functional data. (arXiv:2102.01144v1 [stat.ME]) http://arxiv.org/abs/2102.01144

Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network. (arXiv:2102.01147v1 [cs.LG]) http://arxiv.org/abs/2102.01147

G-Formula for Observational Studies with Partial Interference, with Application to Bed Net Use on Malaria. (arXiv:2102.01155v1 [stat.ME]) http://arxiv.org/abs/2102.01155

A Statistician Teaches Deep Learning. (arXiv:2102.01194v1 [stat.ML]) http://arxiv.org/abs/2102.01194

Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning. (arXiv:2102.01199v1 [stat.ML]) http://arxiv.org/abs/2102.01199

Fast Training of Provably Robust Neural Networks by SingleProp. (arXiv:2102.01208v1 [cs.LG]) http://arxiv.org/abs/2102.01208

Sequential prediction under log-loss and misspecification. (arXiv:2102.00050v1 [cs.IT]) http://arxiv.org/abs/2102.00050

Statistical Inference after Kernel Ridge Regression Imputation under item nonresponse. (arXiv:2102.00058v1 [stat.ME]) http://arxiv.org/abs/2102.00058

Multi-Block Sparse Functional Principal Components Analysis for Longitudinal Microbiome Multi-Omics Data. (arXiv:2102.00067v1 [stat.ME]) http://arxiv.org/abs/2102.00067

Settling the Sharp Reconstruction Thresholds of Random Graph Matching. (arXiv:2102.00082v1 [math.ST]) http://arxiv.org/abs/2102.00082

Adaptive Sequential Design for a Single Time-Series. (arXiv:2102.00102v1 [math.ST]) http://arxiv.org/abs/2102.00102

On Data Efficiency of Meta-learning. (arXiv:2102.00127v1 [cs.LG]) http://arxiv.org/abs/2102.00127

The effect of differential victim crime reporting on predictive policing systems. (arXiv:2102.00128v1 [cs.CY]) http://arxiv.org/abs/2102.00128

Smoothly varying ridge regularization. (arXiv:2102.00136v1 [stat.ME]) http://arxiv.org/abs/2102.00136

On the Stability of Random Matrix Product with Markovian Noise: Application to Linear Stochastic Approximation and TD Learning. (arXiv:2102.00185v1 [stat.ML]) http://arxiv.org/abs/2102.00185

Rates of convergence for density estimation with GANs. (arXiv:2102.00199v1 [math.ST]) http://arxiv.org/abs/2102.00199

A Survey of Complex-Valued Neural Networks. (arXiv:2101.12249v1 [stat.ML]) http://arxiv.org/abs/2101.12249

A new class of tail dependence measures and their maximization. (arXiv:2101.12262v1 [math.ST]) http://arxiv.org/abs/2101.12262

A Bayesian Model of Cash Bail Decisions. (arXiv:2101.12267v1 [stat.AP]) http://arxiv.org/abs/2101.12267