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Beyond independent component analysis: identifiability and algorithms arxiv.org/abs/2510.07525 .ST .ML .TH .LG

A coupling-based approach to f-divergences diagnostics for Markov chain Monte Carlo arxiv.org/abs/2510.07559 .CO .PR .ST .ME .TH

Modeling and forecasting of European Carbon Emission Allowance futures by ARIMA-TX-GARCH models with correlation threshold arxiv.org/abs/2510.07568 .AP

Density estimation for compositional data using nonparametric mixtures arxiv.org/abs/2510.07608 .ME

From Data to Rewards: a Bilevel Optimization Perspective on Maximum Likelihood Estimation arxiv.org/abs/2510.07624 .ML .LG

A Honest Cross-Validation Estimator for Prediction Performance arxiv.org/abs/2510.07649 .ML .AP .ME .LG

Large-scale spatial variable gene atlas for spatial transcriptomics arxiv.org/abs/2510.07653 -bio.GN -bio.TO .AP .CO .DB

Estimating temporary emigration from capture-recapture data in the presence of latent identification arxiv.org/abs/2510.06755 .AP .ME

Quantile-Scaled Bayesian Optimization Using Rank-Only Feedback arxiv.org/abs/2510.03277 .ML .ST .TH .LG

Robust and efficient estimation for the Generalized Extreme-Value distribution with application to flood frequency analysis in the UK arxiv.org/abs/2510.03338 .AP .ST .ME .TH

Multivariate Zero-Inflated Causal Model for Regional Mobility Restriction Effects on Consumer Spending arxiv.org/abs/2510.03422 .ME

Bayesian Transfer Learning for High-Dimensional Linear Regression via Adaptive Shrinkage arxiv.org/abs/2510.03449 .ME .AP .CO

Making high-order asymptotics practical: correcting goodness-of-fit test for astronomical count data arxiv.org/abs/2510.03466 .ME .AP

Improving Sensitivity in A/B Tests: Integrating CUPED with Trimmed Mean Techniques arxiv.org/abs/2510.03468 .ME

Comparison of Parametric versus Machine-learning Multiple Imputation in Clinical Trials with Missing Continuous Outcomes arxiv.org/abs/2510.03512 .ME .OT

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