arXiv Statistics @arxiv_stats@qoto.org

A graph-structured distance for heterogeneous datasets with meta variables https://arxiv.org/abs/2405.13073 #stat.ML #cs.LG

Better Simulations for Validating Causal Discovery with the DAG-Adaptation of the Onion Method https://arxiv.org/abs/2405.13100 #stat.ME #cs.AI

On Convergence of the Alternating Directions SGHMC Algorithm https://arxiv.org/abs/2405.13140 #math.ST #math.PR #stat.TH #cs.LG

Gaussian Measures Conditioned on Nonlinear Observations: Consistency, MAP Estimators, and Simulation https://arxiv.org/abs/2405.13149 #stat.ML #math.NA #math.PR #stat.CO #cs.LG #cs.NA

Max-sliced Wasserstein concentration and uniform ratio bounds of empirical measures on RKHS https://arxiv.org/abs/2405.13153 #math.ST #stat.ML #stat.TH

Borrowing Strength in Distributionally Robust Optimization via Hierarchical Dirichlet Processes https://arxiv.org/abs/2405.13160 #stat.ML #cs.LG

Nonparametric estimation of FBSDEs with random terminal time https://arxiv.org/abs/2405.13266 #math.ST #stat.TH

Accelerated Evaluation of Ollivier-Ricci Curvature Lower Bounds: Bridging Theory and Computation https://arxiv.org/abs/2405.13302 #stat.ML #math.OC #cs.DM #cs.LG

Scalable Bayesian inference for heat kernel Gaussian processes on manifolds https://arxiv.org/abs/2405.13342 #stat.ME #math.ST #stat.TH

Joint Prediction Regions for time-series models https://arxiv.org/abs/2405.12234 #stat.ML #cs.LG

On an upper bound of the set of copulas with a given curvilinear section https://arxiv.org/abs/2405.12260 #math.ST #math.PR #stat.TH

Kernel spectral joint embeddings for high-dimensional noisy datasets using duo-landmark integral operators https://arxiv.org/abs/2405.12317 #stat.ML #cs.LG

A canonical polyadic tensor basis for fast Bayesian estimation of multi-subject fMRI activation patterns https://arxiv.org/abs/2405.12325 #stat.AP #stat.CO

An Introduction on Solar Imaging Data Analytic Challenges and Opportunities for Statisticians https://arxiv.org/abs/2405.12331 #astro-ph.IM #astro-ph.SR #stat.AP

Determine the Number of States in Hidden Markov Models via Marginal Likelihood https://arxiv.org/abs/2405.12343 #math.ST #stat.ME #stat.TH

Particle swarm optimization with Applications to Maximum Likelihood Estimation and Penalized Negative Binomial Regression https://arxiv.org/abs/2405.12386 #stat.ML #stat.AP #stat.CO #cs.LG

A Metric-based Principal Curve Approach for Learning One-dimensional Manifold https://arxiv.org/abs/2405.12390 #stat.ML #stat.AP #cs.AI #cs.LG

Considerations for Single-Arm Trials to Support Accelerated Approval of Oncology Drugs https://arxiv.org/abs/2405.12437 #stat.AP

One-step data-driven generative model via Schr\"odinger Bridge https://arxiv.org/abs/2405.12453 #stat.CO

Temporal and spatial downscaling for solar radiation https://arxiv.org/abs/2405.11046 #stat.AP