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Layer Adaptive Node Selection in Bayesian Neural Networks: Statistical Guarantees and Implementation Details. (arXiv:2108.11000v1 [stat.ML]) arxiv.org/abs/2108.11000

Vector Transport Free Riemannian LBFGS for Optimization on Symmetric Positive Definite Matrix Manifolds. (arXiv:2108.11019v1 [math.OC]) arxiv.org/abs/2108.11019

How COVID-19 has Impacted American Attitudes Toward China: A Study on Twitter. (arXiv:2108.11040v1 [cs.SI]) arxiv.org/abs/2108.11040

Depth-based reconstruction method for incomplete functional data. (arXiv:2108.11050v1 [stat.ME]) arxiv.org/abs/2108.11050

Variational inference for cutting feedback in misspecified models. (arXiv:2108.11066v1 [stat.ME]) arxiv.org/abs/2108.11066

Clustering acoustic emission data streams with sequentially appearing clusters using mixture models. (arXiv:2108.11211v1 [stat.ML]) arxiv.org/abs/2108.11211

Direct Nonparametric Predictive Inference Classification Trees. (arXiv:2108.11245v1 [stat.ME]) arxiv.org/abs/2108.11245

Explaining Bayesian Neural Networks. (arXiv:2108.10346v1 [cs.LG]) arxiv.org/abs/2108.10346

L1-regularized neural ranking for risk stratification and its application to prediction of time to distant metastasis in luminal node negative chemotherapy na\"ive breast cancer patients. (arXiv:2108.10365v1 [cs.LG]) arxiv.org/abs/2108.10365

SreaMRAK a Streaming Multi-Resolution Adaptive Kernel Algorithm. (arXiv:2108.10411v1 [cs.LG]) arxiv.org/abs/2108.10411

Stochastic Treatment Recommendation with Deep Survival Dose Response Function (DeepSDRF). (arXiv:2108.10453v1 [stat.ML]) arxiv.org/abs/2108.10453

Bayesian Inference for Generalized Linear Model with Linear Inequality Constraints. (arXiv:2108.10472v1 [stat.ME]) arxiv.org/abs/2108.10472

Uncertainty Quantification of the 4th kind; optimal posterior accuracy-uncertainty tradeoff with the minimum enclosing ball. (arXiv:2108.10517v1 [stat.ME]) arxiv.org/abs/2108.10517

sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification. (arXiv:2108.10566v1 [cs.LG]) arxiv.org/abs/2108.10566

The staircase property: How hierarchical structure can guide deep learning. (arXiv:2108.10573v1 [cs.LG]) arxiv.org/abs/2108.10573

A 2-stage elastic net algorithm for estimation of sparse networks with heavy tailed data. (arXiv:2108.10583v1 [stat.ME]) arxiv.org/abs/2108.10583

State estimation for aoristic models. (arXiv:2108.10584v1 [math.ST]) arxiv.org/abs/2108.10584

Fast Sketching of Polynomial Kernels of Polynomial Degree. (arXiv:2108.09420v1 [cs.DS]) arxiv.org/abs/2108.09420

Equivariant Variance Estimation for Multiple Change-point Model. (arXiv:2108.09431v1 [stat.ME]) arxiv.org/abs/2108.09431

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