arXiv Statistics @arxiv_stats@qoto.org

An efficient GPU-Parallel Coordinate Descent Algorithm for Sparse Precision Matrix Estimation via Scaled Lasso. (arXiv:2203.15031v1 [stat.CO]) http://arxiv.org/abs/2203.15031

AUC Maximization in the Era of Big Data and AI: A Survey. (arXiv:2203.15046v1 [cs.LG]) http://arxiv.org/abs/2203.15046

A Comparison of Hamming Errors of Representative Variable Selection Methods. (arXiv:2203.15075v1 [math.ST]) http://arxiv.org/abs/2203.15075

Efficient and flexible causal mediation with time-varying mediators, treatments, and confounders. (arXiv:2203.15085v1 [stat.ME]) http://arxiv.org/abs/2203.15085

A super-polynomial lower bound for learning nonparametric mixtures. (arXiv:2203.15150v1 [cs.LG]) http://arxiv.org/abs/2203.15150

bayesassurance: An R package for calculating sample size and Bayesian assurance. (arXiv:2203.15154v1 [stat.ME]) http://arxiv.org/abs/2203.15154

High-Dimensional Vector Autoregression with Common Response and Predictor Factors. (arXiv:2203.15170v1 [stat.ME]) http://arxiv.org/abs/2203.15170

Rough volatility: fact or artefact?. (arXiv:2203.13820v1 [q-fin.ST]) http://arxiv.org/abs/2203.13820

Automatic Debiased Machine Learning for Dynamic Treatment Effects. (arXiv:2203.13887v1 [econ.EM]) http://arxiv.org/abs/2203.13887

Concept Embedding Analysis: A Review. (arXiv:2203.13909v1 [cs.LG]) http://arxiv.org/abs/2203.13909

Theoretical Connection between Locally Linear Embedding, Factor Analysis, and Probabilistic PCA. (arXiv:2203.13911v1 [stat.ML]) http://arxiv.org/abs/2203.13911

SpeqNets: Sparsity-aware Permutation-equivariant Graph Networks. (arXiv:2203.13913v1 [cs.LG]) http://arxiv.org/abs/2203.13913

Offline Reinforcement Learning Under Value and Density-Ratio Realizability: the Power of Gaps. (arXiv:2203.13935v1 [cs.LG]) http://arxiv.org/abs/2203.13935

Mode decomposition-based time-varying phase synchronization for fMRI Data. (arXiv:2203.13955v1 [eess.SP]) http://arxiv.org/abs/2203.13955

Design and performance evaluation in Kiefer-Weiss problems when sampling from discrete exponential families. (arXiv:2203.13957v1 [stat.ME]) http://arxiv.org/abs/2203.13957

Estimating the Ratio of Means in a Zero-inflated Poisson Mixture Model. (arXiv:2203.13994v1 [math.ST]) http://arxiv.org/abs/2203.13994

Principal Structure Identification: Fast Disentanglement of Multi-source Dataset. (arXiv:2203.14041v1 [stat.ME]) http://arxiv.org/abs/2203.14041

Shoring Up the Foundations: Fusing Model Embeddings and Weak Supervision. (arXiv:2203.13270v1 [stat.ML]) http://arxiv.org/abs/2203.13270

Local optimisation of Nystr\"om samples through stochastic gradient descent. (arXiv:2203.13284v1 [stat.ML]) http://arxiv.org/abs/2203.13284

Methods for Large-scale Single Mediator Hypothesis Testing: Possible Choices and Comparisons. (arXiv:2203.13293v1 [stat.ME]) http://arxiv.org/abs/2203.13293