arXiv Statistics @arxiv_stats@qoto.org

Optimal Flow Matching: Learning Straight Trajectories in Just One Step https://arxiv.org/abs/2403.13117 #stat.ML #cs.LG

Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression https://arxiv.org/abs/2403.13118 #stat.ME #math.DS #math.SP #stat.ML #cs.LG

Function Trees: Transparent Machine Learning https://arxiv.org/abs/2403.13141 #stat.ML #cs.LG

Tensor Time Series Imputation through Tensor Factor Modelling https://arxiv.org/abs/2403.13153 #math.ST #stat.ME #stat.TH

Fast Value Tracking for Deep Reinforcement Learning https://arxiv.org/abs/2403.13178 #stat.ML #cs.AI #cs.LG

Robust inference of cooperative behaviour of multiple ion channels in voltage-clamp recordings https://arxiv.org/abs/2403.13197 #stat.ME

Bayesian Nonparametric Trees for Principal Causal Effects https://arxiv.org/abs/2403.13256 #stat.ME

Semidefinite programming on population clustering: a local analysis https://arxiv.org/abs/2403.12048 #math.ST #stat.TH

Student t-L\'evy regression model in YUIMA https://arxiv.org/abs/2403.12078 #q-fin.ST #stat.CO #stat.AP

Robust estimations from distribution structures: I. Mean https://arxiv.org/abs/2403.12110 #math.ST #stat.AP #stat.CO #stat.ME #stat.OT #stat.TH

Variational Approach for Efficient KL Divergence Estimation in Dirichlet Mixture Models https://arxiv.org/abs/2403.12158 #stat.ML #math.ST #stat.TH #cs.LG

Approximation of RKHS Functionals by Neural Networks https://arxiv.org/abs/2403.12187 #stat.ML #math.ST #stat.TH #cs.LG

Time-Since-Infection Model for Hospitalization and Incidence Data https://arxiv.org/abs/2403.12243 #stat.ME

Bayesian Optimization Sequential Surrogate (BOSS) Algorithm: Fast Bayesian Inference for a Broad Class of Bayesian Hierarchical Models https://arxiv.org/abs/2403.12250 #stat.ME #stat.AP #stat.CO

The Wreaths of KHAN: Uniform Graph Feature Selection with False Discovery Rate Control https://arxiv.org/abs/2403.12284 #q-bio.QM #math.ST #stat.AP #stat.ME #stat.TH

Bayesian analysis of verbal autopsy data using factor models with age- and sex-dependent associations between symptoms https://arxiv.org/abs/2403.12288 #stat.AP

Selecting informative conformal prediction sets with false coverage rate control https://arxiv.org/abs/2403.12295 #math.ST #stat.ML #stat.TH

Process-Aware Analysis of Treatment Paths in Heart Failure Patients: A Case Study https://arxiv.org/abs/2403.10544 #stat.AP #cs.AI

Generative Modelling of Stochastic Rotating Shallow Water Noise https://arxiv.org/abs/2403.10578 #physics.flu-dyn #stat.ML #math.DS #math.NA #cs.LG #cs.NA

Hessian-Free Laplace in Bayesian Deep Learning https://arxiv.org/abs/2403.10671 #stat.ML #cs.LG