arXiv Statistics @arxiv_stats@qoto.org

Machine Learning Classification of Alzheimer's Disease Stages Using Cerebrospinal Fluid Biomarkers Alone. (arXiv:2401.00981v1 [cs.LG]) http://arxiv.org/abs/2401.00981

Inverting estimating equations for causal inference on quantiles. (arXiv:2401.00987v1 [stat.ME]) http://arxiv.org/abs/2401.00987

Liberating dimension and spectral norm: A universal approach to spectral properties of sample covariance matrices. (arXiv:2401.01012v1 [math.ST]) http://arxiv.org/abs/2401.01012

Sharp Analysis of Power Iteration for Tensor PCA. (arXiv:2401.01047v1 [cs.LG]) http://arxiv.org/abs/2401.01047

Modeling arousal potential of epistemic emotions using Bayesian information gain: Inquiry cycle driven by free energy fluctuations. (arXiv:2401.00007v1 [cs.AI]) http://arxiv.org/abs/2401.00007

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