The occlusion process: improving sampler performance with parallel computation and variational approximation arxiv.org/abs/2411.11983 .CO

US COVID-19 school closure was not cost-effective, but other measures were arxiv.org/abs/2411.12016 .AP

The Statistical Accuracy of Neural Posterior and Likelihood Estimation arxiv.org/abs/2411.12068 .ML .ST .CO .TH .LG

Asymptotics in Multiple Hypotheses Testing under Dependence: beyond Normality arxiv.org/abs/2411.12119 .ST .ME .TH

Exact Risk Curves of signSGD in High-Dimensions: Quantifying Preconditioning and Noise-Compression Effects arxiv.org/abs/2411.12135 .ML .LG

Tangential Randomization in Linear Bandits (TRAiL): Guaranteed Inference and Regret Bounds arxiv.org/abs/2411.12154 .ML .SY .LG .SY

Sensor-fusion based Prognostics Framework for Complex Engineering Systems Exhibiting Multiple Failure Modes arxiv.org/abs/2411.12159 .ML .SY .AP .LG .SY

Efficient inference for differential equation models without numerical solvers arxiv.org/abs/2411.10494 .ME

Doubly Robust Estimation of Causal Excursion Effects in Micro-Randomized Trials with Missing Longitudinal Outcomes arxiv.org/abs/2411.10620 .ME

Sensitivity Analysis for Observational Studies with Flexible Matched Designs arxiv.org/abs/2411.10623 .ME

False Discovery Control in Multiple Testing: A Brief Overview of Theories and Methodologies arxiv.org/abs/2411.10647 .ME .ST .AP .TH

Series Expansion of Probability of Correct Selection for Improved Finite Budget Allocation in Ranking and Selection arxiv.org/abs/2411.10695 .ML .OC .LG

Variance bounds and robust tuning for pseudo-marginal Metropolis--Hastings algorithms arxiv.org/abs/2411.10785 .ST .CO .TH

Improving Causal Estimation by Mixing Samples to Address Weak Overlap in Observational Studies arxiv.org/abs/2411.10801 .ME

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