arXiv Statistics @arxiv_stats@qoto.org

Bayesian Multilevel Compositional Data Analysis: Introduction, Evaluation, and Application https://arxiv.org/abs/2405.03985 #stat.ME #stat.CO

Federated Control in Markov Decision Processes https://arxiv.org/abs/2405.04026 #stat.ML #cs.LG

Scalable Vertical Federated Learning via Data Augmentation and Amortized Inference https://arxiv.org/abs/2405.04043 #stat.CO #stat.ME #stat.ML #cs.LG

Multiparameter regularization and aggregation in the context of polynomial functional regression https://arxiv.org/abs/2405.04147 #stat.ML #math.NA #math.ST #stat.TH #cs.LG #cs.NA

Regime Identification for Improving Causal Analysis in Non-stationary Timeseries https://arxiv.org/abs/2405.02315 #stat.AP

Bayesian Inference for Estimating Heat Sources through Temperature Assimilation https://arxiv.org/abs/2405.02319 #stat.AP #math.ST #stat.TH

Towards Causal Interpretation of Sexual Orientation in Regression Analysis: Applications and Challenges https://arxiv.org/abs/2405.02322 #stat.AP

A Comprehensive Approach to Carbon Dioxide Emission Analysis in High Human Development Index Countries using Statistical and Machine Learning Techniques https://arxiv.org/abs/2405.02340 #stat.AP #cs.LG

Rejoinder on "Marked spatial point processes: current state and extensions to point processes on linear networks" https://arxiv.org/abs/2405.02343 #stat.ME #stat.AP

Triadic-OCD: Asynchronous Online Change Detection with Provable Robustness, Optimality, and Convergence https://arxiv.org/abs/2405.02372 #stat.ML #cs.AI #cs.LG

A Fresh Look at Sanity Checks for Saliency Maps https://arxiv.org/abs/2405.02383 #stat.ML #cs.AI #cs.CV #cs.LG

Quality-Weighted Vendi Scores And Their Application To Diverse Experimental Design https://arxiv.org/abs/2405.02449 #cond-mat.mtrl-sci #q-bio.BM #stat.ML #cs.LG

Finite Sample Analysis and Bounds of Generalization Error of Gradient Descent in In-Context Linear Regression https://arxiv.org/abs/2405.02462 #math.ST #math.NA #math.PR #stat.TH #cs.NA

Modelling Sampling Distributions of Test Statistics with Autograd https://arxiv.org/abs/2405.02488 #stat.ML #stat.CO #hep-ex #cs.LG

Confidence regions for a persistence diagram of a single image with one or more loops https://arxiv.org/abs/2405.01651 #stat.ME

Sensitivity analysis for matching on high-dimensional predictors: A case study of racial disparity in US mortality https://arxiv.org/abs/2405.01694 #stat.AP

Minimax Regret Learning for Data with Heterogeneous Subgroups https://arxiv.org/abs/2405.01709 #stat.ME #math.ST #stat.ML #stat.TH

Sample-efficient neural likelihood-free Bayesian inference of implicit HMMs https://arxiv.org/abs/2405.01737 #stat.ML #stat.CO #cs.LG

Bayesian Learning of Clinically Meaningful Sepsis Phenotypes in Northern Tanzania https://arxiv.org/abs/2405.01746 #stat.AP

Multivariate Bayesian Last Layer for Regression: Uncertainty Quantification and Disentanglement https://arxiv.org/abs/2405.01761 #stat.ML #cs.LG