arXiv Statistics @arxiv_stats@qoto.org

Computing with Categories in Machine Learning. (arXiv:2303.04156v1 [cs.LG]) http://arxiv.org/abs/2303.04156

DR-VIDAL -- Doubly Robust Variational Information-theoretic Deep Adversarial Learning for Counterfactual Prediction and Treatment Effect Estimation on Real World Data. (arXiv:2303.04201v1 [cs.LG]) http://arxiv.org/abs/2303.04201

Causal Dependence Plots for Interpretable Machine Learning. (arXiv:2303.04209v1 [cs.LG]) http://arxiv.org/abs/2303.04209

How Do Transformers Learn Topic Structure: Towards a Mechanistic Understanding. (arXiv:2303.04245v1 [cs.LG]) http://arxiv.org/abs/2303.04245

Extremes in High Dimensions: Methods and Scalable Algorithms. (arXiv:2303.04258v1 [stat.ME]) http://arxiv.org/abs/2303.04258

Function-measure kernels, self-integrability and uniquely-defined stochastic integrals. (arXiv:2303.04282v1 [math.PR]) http://arxiv.org/abs/2303.04282

Sufficient dimension reduction for feature matrices. (arXiv:2303.04286v1 [stat.ME]) http://arxiv.org/abs/2303.04286

Polynomial Time and Private Learning of Unbounded Gaussian Mixture Models. (arXiv:2303.04288v1 [stat.ML]) http://arxiv.org/abs/2303.04288

Optimal Sparse Recovery with Decision Stumps. (arXiv:2303.04301v1 [stat.ML]) http://arxiv.org/abs/2303.04301

Provable Pathways: Learning Multiple Tasks over Multiple Paths. (arXiv:2303.04338v1 [cs.LG]) http://arxiv.org/abs/2303.04338

Interpretable Architecture Neural Networks for Function Visualization. (arXiv:2303.03393v1 [cs.LG]) http://arxiv.org/abs/2303.03393

Integrative data analysis where partial covariates have complex non-linear effects by using summary information from a real-world data. (arXiv:2303.03497v1 [stat.ME]) http://arxiv.org/abs/2303.03497

Properties of Marginal Sequential Monte Carlo Methods. (arXiv:2303.03498v1 [stat.CO]) http://arxiv.org/abs/2303.03498

A Semi-Parametric Model Simultaneously Handling Unmeasured Confounding, Informative Cluster Size, and Truncation by Death with a Data Application in Medicare Claims. (arXiv:2303.03502v1 [stat.ME]) http://arxiv.org/abs/2303.03502

An Efficient Data Integration Scheme for Synthesizing Information from Multiple Secondary Datasets for the Parameter Inference of the Main Analysis. (arXiv:2303.03512v1 [stat.ME]) http://arxiv.org/abs/2303.03512

The Effect of Substance Use on Brain Ageing: A New Causal Inference Framework for Incomplete and Massive Phenomic Data. (arXiv:2303.03520v1 [stat.ME]) http://arxiv.org/abs/2303.03520

Bayesian Adaptive Selection of Variables for Function-on-Scalar Regression Models. (arXiv:2303.03521v1 [stat.ME]) http://arxiv.org/abs/2303.03521

Extreme eigenvalues of sample covariance matrices under generalized elliptical models with applications. (arXiv:2303.03532v1 [stat.ME]) http://arxiv.org/abs/2303.03532

Expressivity of Shallow and Deep Neural Networks for Polynomial Approximation. (arXiv:2303.03544v1 [cs.LG]) http://arxiv.org/abs/2303.03544

Robust Dominant Periodicity Detection for Time Series with Missing Data. (arXiv:2303.03553v1 [cs.LG]) http://arxiv.org/abs/2303.03553