arXiv Statistics @arxiv_stats@qoto.org

A Cluster-Aggregate-Pool (CAP) Ensemble Algorithm for Improved Forecast Performance of influenza-like illness. (arXiv:2401.00076v1 [stat.AP]) http://arxiv.org/abs/2401.00076

A dimension reduction approach for loss valuation in credit risk modelling. (arXiv:2401.00085v1 [cs.CE]) http://arxiv.org/abs/2401.00085

Recursive identification with regularization and on-line hyperparameters estimation. (arXiv:2401.00097v1 [stat.ME]) http://arxiv.org/abs/2401.00097

Causal State Distillation for Explainable Reinforcement Learning. (arXiv:2401.00104v1 [cs.LG]) http://arxiv.org/abs/2401.00104

SALSA: Sequential Approximate Leverage-Score Algorithm with Application in Analyzing Big Time Series Data. (arXiv:2401.00122v1 [stat.ML]) http://arxiv.org/abs/2401.00122

Is Knowledge All Large Language Models Needed for Causal Reasoning?. (arXiv:2401.00139v1 [cs.AI]) http://arxiv.org/abs/2401.00139

Propagation of Input Tail Uncertainty in Rare-Event Estimation: A Light versus Heavy Tail Dichotomy. (arXiv:2401.00172v1 [math.ST]) http://arxiv.org/abs/2401.00172

Bayesian principal stratification with longitudinal data and truncation by death. (arXiv:2401.00196v1 [stat.ME]) http://arxiv.org/abs/2401.00196

Alternative Approaches for Computing Highest-Density Regions. (arXiv:2401.00245v1 [stat.ME]) http://arxiv.org/abs/2401.00245

Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians. (arXiv:2312.17306v1 [cs.LG]) http://arxiv.org/abs/2312.17306

STanHop: Sparse Tandem Hopfield Model for Memory-Enhanced Time Series Prediction. (arXiv:2312.17346v1 [cs.LG]) http://arxiv.org/abs/2312.17346

A randomized algorithm to solve reduced rank operator regression. (arXiv:2312.17348v1 [cs.LG]) http://arxiv.org/abs/2312.17348

A Comparison of Full Information Maximum Likelihood and Machine Learning Missing Data Analytical Methods in Growth Curve Modeling. (arXiv:2312.17363v1 [stat.AP]) http://arxiv.org/abs/2312.17363

Parameter Optimization with Conscious Allocation (POCA). (arXiv:2312.17404v1 [cs.LG]) http://arxiv.org/abs/2312.17404

Generative Posterior Networks for Approximately Bayesian Epistemic Uncertainty Estimation. (arXiv:2312.17411v1 [cs.LG]) http://arxiv.org/abs/2312.17411

Exact Consistency Tests for Gaussian Mixture Filters using Normalized Deviation Squared Statistics. (arXiv:2312.17420v1 [stat.ME]) http://arxiv.org/abs/2312.17420

Out of the Ordinary: Spectrally Adapting Regression for Covariate Shift. (arXiv:2312.17463v1 [cs.LG]) http://arxiv.org/abs/2312.17463

Detection of evolutionary shifts in variance under an Ornsten-Uhlenbeck model. (arXiv:2312.17480v1 [q-bio.PE]) http://arxiv.org/abs/2312.17480

A Fully Automated Pipeline Using Swin Transformers for Deep Learning-Based Blood Segmentation on Head CT Scans After Aneurysmal Subarachnoid Hemorrhage. (arXiv:2312.17553v1 [cs.CV]) http://arxiv.org/abs/2312.17553

Learning to Infer Unobserved Behaviors: Estimating User's Preference for a Site over Other Sites. (arXiv:2312.16177v1 [cs.IR]) http://arxiv.org/abs/2312.16177