arXiv Statistics @arxiv_stats@qoto.org

Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space https://arxiv.org/abs/2510.12916 #stat.ML #cs.LG

Escaping Neal's Funnel: a multi-stage sampling method for hierarchical models https://arxiv.org/abs/2510.12917 #stat.ME #stat.CO

Random Modulation with Spherical Symmetry https://arxiv.org/abs/2510.12928 #math.ST #math.PR #stat.TH

Trajectory-based real-time pedestrian crash prediction at intersections: A novel non-linear link function for block maxima led Bayesian GEV framework addressing heterogeneous traffic condition https://arxiv.org/abs/2510.12963 #physics.soc-ph #stat.AP #stat.ME

Simplicial Gaussian Models: Representation and Inference https://arxiv.org/abs/2510.12983 #stat.ML #eess.SP #stat.ME #cs.LG

Surrogate Models to Predict Wave Hydrodynamics on Evolving Landscapes https://arxiv.org/abs/2510.12986 #stat.AP

Learning Shared and Source-specific Subspaces across Multiple Data Sources for Functional Data https://arxiv.org/abs/2510.13010 #stat.ME

Conformal Inference for Open-Set and Imbalanced Classification https://arxiv.org/abs/2510.13037 #stat.ML #cs.LG

A Multi-dimensional Semantic Surprise Framework Based on Low-Entropy Semantic Manifolds for Fine-Grained Out-of-Distribution Detection https://arxiv.org/abs/2510.13093 #stat.ML #cs.AI #cs.LG

Gaussian Certified Unlearning in High Dimensions: A Hypothesis Testing Approach https://arxiv.org/abs/2510.13094 #stat.ML #cs.LG

Monitoring 3D Lattice Structures in Additive Manufacturing Using Topological Data Analysis https://arxiv.org/abs/2510.11740 #stat.ME #stat.AP

Dimension-Free Minimax Rates for Learning Pairwise Interactions in Attention-Style Models https://arxiv.org/abs/2510.11789 #stat.ML #math.PR #math.ST #stat.TH #cs.LG

On Thompson Sampling and Bilateral Uncertainty in Additive Bayesian Optimization https://arxiv.org/abs/2510.11792 #stat.ML #cs.LG

Hypothesis testing for the dimension of random geometric graph https://arxiv.org/abs/2510.11844 #stat.ME

Contrastive Dimension Reduction: A Systematic Review https://arxiv.org/abs/2510.11847 #stat.ME #math.ST #stat.CO #stat.ML #stat.TH

A Martingale Kernel Two-Sample Test https://arxiv.org/abs/2510.11853 #stat.ME #math.ST #stat.TH

On the permutation invariance principle for causal estimands https://arxiv.org/abs/2510.11863 #stat.ME

Active Subspaces in Infinite Dimension https://arxiv.org/abs/2510.11871 #stat.ML #cs.LG

High-Probability Bounds For Heterogeneous Local Differential Privacy https://arxiv.org/abs/2510.11895 #stat.ML #cs.CR #cs.DS #cs.LG

Simplifying Optimal Transport through Schatten-$p$ Regularization https://arxiv.org/abs/2510.11910 #stat.ML #cs.LG