arXiv Statistics @arxiv_stats@qoto.org

Convergence Analysis of Flow Matching in Latent Space with Transformers https://arxiv.org/abs/2404.02538 #stat.ML #cs.LG

FDR control and FDP bounds for conformal link prediction https://arxiv.org/abs/2404.02542 #math.ST #stat.TH

Comparison of the LASSO and Integrative LASSO with Penalty Factors (IPF-LASSO) methods for multi-omics data: Variable selection with Type I error control https://arxiv.org/abs/2404.02594 #stat.ME #stat.AP

Estimation of the long-run variance of nonlinear time series with an application to change point analysis https://arxiv.org/abs/2404.02643 #math.ST #stat.TH

Convex relaxation for the generalized maximum-entropy sampling problem https://arxiv.org/abs/2404.01390 #math.ST #math.OC #stat.TH

When are Unbiased Monte Carlo Estimators More Preferable than Biased Ones? https://arxiv.org/abs/2404.01431 #stat.CO #math.NA #cs.NA

Convergence Guarantees for RMSProp and Adam in Generalized-smooth Non-convex Optimization with Affine Noise Variance https://arxiv.org/abs/2404.01436 #stat.ML #math.OC #cs.LG

A group testing based exploration of age-varying factors in chlamydia infections among Iowa residents https://arxiv.org/abs/2404.01469 #stat.AP #stat.ME

A Multidimensional Fractional Hawkes Process for Multiple Earthquake Mainshock Aftershock Sequences https://arxiv.org/abs/2404.01478 #stat.AP

Fair MP-BOOST: Fair and Interpretable Minipatch Boosting https://arxiv.org/abs/2404.01521 #stat.ML #cs.LG

Time-Varying Matrix Factor Models https://arxiv.org/abs/2404.01546 #stat.ME

FAIRM: Learning invariant representations for algorithmic fairness and domain generalization with minimax optimality https://arxiv.org/abs/2404.01608 #stat.ML #stat.ME #cs.LG

Supporting Bayesian modelling workflows with iterative filtering for multiverse analysis https://arxiv.org/abs/2404.01688 #stat.ME #stat.CO

Preventing Model Collapse in Gaussian Process Latent Variable Models https://arxiv.org/abs/2404.01697 #stat.ML #cs.LG

Reverse stress testing via multivariate modeling with vine copulas https://arxiv.org/abs/2404.00109 #stat.AP

Verifying the Selected Completely at Random Assumption in Positive-Unlabeled Learning https://arxiv.org/abs/2404.00145 #stat.ML #cs.LG

Nonparametric Estimation of the Transition Density Function for Diffusion Processes https://arxiv.org/abs/2404.00157 #math.ST #stat.TH

Functional-Edged Network Modeling https://arxiv.org/abs/2404.00218 #stat.ML #cs.LG

Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Upper Confidence Region https://arxiv.org/abs/2404.00220 #stat.ML #cs.LG

Robust Learning for Optimal Dynamic Treatment Regimes with Observational Data https://arxiv.org/abs/2404.00221 #stat.ME #econ.EM #math.ST #stat.ML #stat.TH