arXiv Statistics @arxiv_stats@qoto.org

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization. (arXiv:2109.09831v1 [cs.LG]) http://arxiv.org/abs/2109.09831

A Hybrid Symbolic/Numeric Solution To Polynomial SEM. (arXiv:2109.09834v1 [stat.CO]) http://arxiv.org/abs/2109.09834

Fast TreeSHAP: Accelerating SHAP Value Computation for Trees. (arXiv:2109.09847v1 [cs.LG]) http://arxiv.org/abs/2109.09847

Variable Selection in GLM and Cox Models with Second-Generation P-Values. (arXiv:2109.09851v1 [stat.ME]) http://arxiv.org/abs/2109.09851

Reinforcement Learning for Finite-Horizon Restless Multi-Armed Multi-Action Bandits. (arXiv:2109.09855v1 [cs.LG]) http://arxiv.org/abs/2109.09855

SFFDD: Deep Neural Network with Enriched Features for Failure Prediction with Its Application to Computer Disk Driver. (arXiv:2109.09856v1 [cs.LG]) http://arxiv.org/abs/2109.09856

Sharp global convergence guarantees for iterative nonconvex optimization: A Gaussian process perspective. (arXiv:2109.09859v1 [math.OC]) http://arxiv.org/abs/2109.09859

Graphical models for nonstationary time series. (arXiv:2109.08709v1 [math.ST]) http://arxiv.org/abs/2109.08709

Capacitance Resistance Model and Recurrent Neural Network for Well Connectivity Estimation : A Comparison Study. (arXiv:2109.08779v1 [cs.LG]) http://arxiv.org/abs/2109.08779

Estimations of the Conditional Tail Average Treatment Effect. (arXiv:2109.08793v1 [stat.AP]) http://arxiv.org/abs/2109.08793

An Empirical Evaluation of the t-SNE Algorithm for Data Visualization in Structural Engineering. (arXiv:2109.08795v1 [cs.LG]) http://arxiv.org/abs/2109.08795

A Robust and Efficient Multi-Scale Seasonal-Trend Decomposition. (arXiv:2109.08800v1 [stat.AP]) http://arxiv.org/abs/2109.08800

Near-Minimax Optimal Estimation With Shallow ReLU Neural Networks. (arXiv:2109.08844v1 [stat.ML]) http://arxiv.org/abs/2109.08844

Coordinate Descent for MCP/SCAD Penalized Least Squares Converges Linearly. (arXiv:2109.08850v1 [stat.ML]) http://arxiv.org/abs/2109.08850

Test Martingales for bounded random variables. (arXiv:2109.08923v1 [stat.ME]) http://arxiv.org/abs/2109.08923

Vector-Valued Control Variates. (arXiv:2109.08944v1 [stat.ME]) http://arxiv.org/abs/2109.08944

Asynchronous and Distributed Data Augmentation for Massive Data Settings. (arXiv:2109.08969v1 [stat.CO]) http://arxiv.org/abs/2109.08969

Families of polytopes with rational linear precision in higher dimensions. (arXiv:2109.08151v1 [math.CO]) http://arxiv.org/abs/2109.08151

Improving Regression Uncertainty Estimation Under Statistical Change. (arXiv:2109.08213v1 [cs.LG]) http://arxiv.org/abs/2109.08213

Automatic prior selection for meta Bayesian optimization with a case study on tuning deep neural network optimizers. (arXiv:2109.08215v1 [cs.LG]) http://arxiv.org/abs/2109.08215