arXiv Statistics @arxiv_stats@qoto.org

Flexible Marginal Models for Dependent Data. (arXiv:2204.07188v1 [stat.ME]) http://arxiv.org/abs/2204.07188

Hierarchical Embedded Bayesian Additive Regression Trees. (arXiv:2204.07207v1 [stat.ME]) http://arxiv.org/abs/2204.07207

Causal Disentanglement with Network Information for Debiased Recommendations. (arXiv:2204.07221v1 [cs.IR]) http://arxiv.org/abs/2204.07221

Causal Transformer for Estimating Counterfactual Outcomes. (arXiv:2204.07258v1 [cs.LG]) http://arxiv.org/abs/2204.07258

auton-survival: an Open-Source Package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Event Data. (arXiv:2204.07276v1 [cs.LG]) http://arxiv.org/abs/2204.07276

Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees. (arXiv:2204.07293v1 [stat.ML]) http://arxiv.org/abs/2204.07293

A Differentially Private Probabilistic Framework for Modeling the Variability Across Federated Datasets of Heterogeneous Multi-View Observations. (arXiv:2204.07352v1 [cs.LG]) http://arxiv.org/abs/2204.07352

Universal approximation property of invertible neural networks. (arXiv:2204.07415v1 [cs.LG]) http://arxiv.org/abs/2204.07415

Distributed Reconstruction of Noisy Pooled Data. (arXiv:2204.07491v1 [cs.IT]) http://arxiv.org/abs/2204.07491

Infinite Hidden Markov Models for Multiple Multivariate Time Series with Missing Data. (arXiv:2204.06610v1 [stat.ME]) http://arxiv.org/abs/2204.06610

Recurrent event analysis in the presence of real-time high frequency data via random subsampling. (arXiv:2204.06632v1 [stat.ME]) http://arxiv.org/abs/2204.06632

Wassmap: Wasserstein Isometric Mapping for Image Manifold Learning. (arXiv:2204.06645v1 [cs.LG]) http://arxiv.org/abs/2204.06645

A Bayesian Machine Learning Approach for Estimating Heterogeneous Survivor Causal Effects: Applications to a Critical Care Trial. (arXiv:2204.06657v1 [stat.AP]) http://arxiv.org/abs/2204.06657

Second Order Regret Bounds Against Generalized Expert Sequences under Partial Bandit Feedback. (arXiv:2204.06660v1 [cs.LG]) http://arxiv.org/abs/2204.06660

Achieving Representative Data via Convex Hull Feasibility Sampling Algorithms. (arXiv:2204.06664v1 [stat.ML]) http://arxiv.org/abs/2204.06664

Designing Experiments Toward Shrinkage Estimation. (arXiv:2204.06687v1 [stat.ME]) http://arxiv.org/abs/2204.06687

A new avenue for Bayesian inference with INLA. (arXiv:2204.06797v1 [stat.ME]) http://arxiv.org/abs/2204.06797

Program Analysis of Probabilistic Programs. (arXiv:2204.06868v1 [cs.PL]) http://arxiv.org/abs/2204.06868

Optimized Population Monte Carlo. (arXiv:2204.06891v1 [stat.CO]) http://arxiv.org/abs/2204.06891

Variable importance measures for heterogeneous causal effects. (arXiv:2204.06030v1 [stat.ME]) http://arxiv.org/abs/2204.06030