arXiv Statistics @arxiv_stats@qoto.org

Robust Approximate Sampling via Stochastic Gradient Barker Dynamics https://arxiv.org/abs/2405.08999 #stat.ML #cs.LG

Nonparametric Inference on Dose-Response Curves Without the Positivity Condition https://arxiv.org/abs/2405.09003 #stat.ME #math.ST #stat.AP #stat.TH

Causal Inference for a Hidden Treatment https://arxiv.org/abs/2405.09080 #stat.ME

Exploring uniformity and maximum entropy distribution on torus through intrinsic geometry: Application to protein-chemistry https://arxiv.org/abs/2405.09149 #stat.ME

Parameter identifiability, parameter estimation and model prediction for differential equation models https://arxiv.org/abs/2405.08177 #stat.ME

An adaptive enrichment design using Bayesian model averaging for selection and threshold-identification of tailoring variables https://arxiv.org/abs/2405.08180 #stat.ME

Linear Operator Approximate Message Passing (OpAMP) https://arxiv.org/abs/2405.08225 #math.ST #math.IT #math.PR #stat.TH #cs.IT

Additive-Effect Assisted Learning https://arxiv.org/abs/2405.08235 #stat.ML #cs.LG

Thompson Sampling for Infinite-Horizon Discounted Decision Processes https://arxiv.org/abs/2405.08253 #stat.ML #math.OC #cs.LG

Scalable Subsampling Inference for Deep Neural Networks https://arxiv.org/abs/2405.08276 #stat.ML #stat.CO #cs.LG

MCMC using $\textit{bouncy}$ Hamiltonian dynamics: A unifying framework for Hamiltonian Monte Carlo and piecewise deterministic Markov process samplers https://arxiv.org/abs/2405.08290 #stat.CO #stat.ME

Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems with Parameter Drift https://arxiv.org/abs/2405.08307 #stat.ME #math.NA #stat.OT #cs.NA

Parameter estimation and long-range dependence of the fractional binomial process https://arxiv.org/abs/2405.08332 #math.ST #stat.TH

Quest for an efficient mathematical and computational method to explore optimal extreme weather modification https://arxiv.org/abs/2405.08387 #physics.geo-ph #stat.AP

Liouville Flow Importance Sampler https://arxiv.org/abs/2405.06672 #physics.data-an #stat.ML #math.PR #stat.CO #cs.LG

Hypergeometric Distribution Revisited: Tail Inequalities, Confidence Bounds and Sample Sizes https://arxiv.org/abs/2405.06722 #math.ST #stat.TH

Approximation Error and Complexity Bounds for ReLU Networks on Low-Regular Function Spaces https://arxiv.org/abs/2405.06727 #stat.ML #cs.LG

Neural Estimation Of Entropic Optimal Transport https://arxiv.org/abs/2405.06734 #math.ST #stat.TH

Post-selection inference for causal effects after causal discovery https://arxiv.org/abs/2405.06763 #stat.ME

The Multiple Change-in-Gaussian-Mean Problem https://arxiv.org/abs/2405.06796 #stat.ME #math.ST #stat.CO #stat.TH