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Estimating the linear relation between variables that are never jointly observed: an application in in vivo experiments arxiv.org/abs/2403.00140 .ME .ST .TH

Automated Efficient Estimation using Monte Carlo Efficient Influence Functions arxiv.org/abs/2403.00158 .CO .ME .LG

Thematic agreement assessment of gridded, multi-modal geospatial datasets of different semantics and spatial granularities arxiv.org/abs/2403.00161 .AP

Entry-Specific Bounds for Low-Rank Matrix Completion under Highly Non-Uniform Sampling arxiv.org/abs/2403.00184 .ML .LG

Stochastic Approximation with Biased MCMC for Expectation Maximization arxiv.org/abs/2402.17870 .CO .OC .ML .LG

Zeroth-Order Sampling Methods for Non-Log-Concave Distributions: Alleviating Metastability by Denoising Diffusion arxiv.org/abs/2402.17886 .ML .PR .ST .ME .TH .LG

Generation and analysis of synthetic data via Bayesian networks: a robust approach for uncertainty quantification via Bayesian paradigm arxiv.org/abs/2402.17915 .ME

Generalized Bayesian Additive Regression Trees for Restricted Mean Survival Time Inference arxiv.org/abs/2402.17920 .ME

Certain and Approximately Certain Models for Statistical Learning arxiv.org/abs/2402.17926 .ML .DB .LG

Sequential transport maps using SoS density estimation and $\alpha$-divergences arxiv.org/abs/2402.17943 .ML .LG

Sampling low-fidelity outputs for estimation of high-fidelity density and its tails arxiv.org/abs/2402.17984 .ME

JEL ratio test for independence between a continuous and a categorical random variable arxiv.org/abs/2402.18105 .ME

Sequential Change-point Detection for Compositional Time Series with Exogenous Variables arxiv.org/abs/2402.18130 .ME .ST .TH

Quantile Outcome Adaptive Lasso: Covariate Selection for Inverse Probability Weighting Estimator of Quantile Treatment Effects arxiv.org/abs/2402.18185 .ME

Bayesian Chain Ladder For Cumulative Run-Off Triangle Under Half-Normal Distribution Assumption arxiv.org/abs/2402.16917 .ME .PR .ST .TH

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