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

Robust Learning for Optimal Dynamic Treatment Regimes with Observational Data arxiv.org/abs/2404.00221 .ME .EM .ST .ML .TH

Information divergences and likelihood ratios of Poisson processes and point patterns arxiv.org/abs/2404.00294 .ST .IT .PR .TH .IT

Meta-Learning with Generalized Ridge Regression: High-dimensional Asymptotics, Optimality and Hyper-covariance Estimation arxiv.org/abs/2403.19720 .ST .ML .TH .LG

Deep Learning Framework with Uncertainty Quantification for Survey Data: Assessing and Predicting Diabetes Mellitus Risk in the American Population arxiv.org/abs/2403.19752 .ME .ML

Doubly robust estimation and inference for a log-concave counterfactual density arxiv.org/abs/2403.19917 .ME

A Semiparametric Gaussian Mixture Model for Chest CT-based 3D Blood Vessel Reconstruction arxiv.org/abs/2403.19929 .AP

Supervised Bayesian joint graphical model for simultaneous network estimation and subgroup identification arxiv.org/abs/2403.19994 .ME

Estimating parameters of continuous-time multi-chain hidden Markov models for infectious diseases arxiv.org/abs/2403.18875 .AP .PR

Robust estimations from distribution structures: V. Non-asymptotic arxiv.org/abs/2403.18951 .ME .AP .CO .OT

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