Structural and Lagrangian properties of analogue ensembles to characterize multifractality of stochastic processes arxiv.org/abs/2605.08155 .data-an .flu-dyn .AP .PR

Decentralized Conformal Novelty Detection via Quantized Model Exchange arxiv.org/abs/2605.08263 .ML .SP .IT .ME .IT .LG

Quantifying Exposure Information Uncertainty in Regional Risk Assessment arxiv.org/abs/2605.08272 .AP

Transfer Learning for Dead Fuel Moisture Prediction Using Time-Warping Recurrent Neural Networks arxiv.org/abs/2605.08379 .AP .LG

Statistical Design of Pragmatic Trials Using Electronic Health Record Data when Outcome Assessments are Uncontrolled and Irregular arxiv.org/abs/2605.08395 .ME .AP

Rolling-Origin Conformal Prediction under Local Stationarity and Weak Dependence arxiv.org/abs/2605.08422 .ME .EM .CO

Asymptotics for likelihood ratio tests of boundary points with singular information and unidentifiable nuisance parameters arxiv.org/abs/2605.08471 .ST .TH

Sinkhorn Treatment Effects: A Causal Optimal Transport Measure arxiv.org/abs/2605.08485 .ML .ST .ME .TH .LG

A Statistical Framework for Algorithmic Collective Action with Multiple Collectives arxiv.org/abs/2605.06749 .ME .AI

Modeling Dynamic Correlation Matrices with Shrinkage Priors arxiv.org/abs/2605.06818 -fin.ST .ME

How Does Attention Help? Insights from Random Matrices on Signal Recovery from Sequence Models arxiv.org/abs/2605.06826 .ML .IT .SP .IT

Nonlinear Amplification of Finite-Sample Uncertainty in Capability-Based Decisions arxiv.org/abs/2605.06843 .AP .ME

Convergence Rates for Latent Mixing Measures in Infinite Homoscedastic Location-Scale Mixture Models arxiv.org/abs/2605.06845 .ST .TH

Nonparametric estimation of time-varying network connections by multi-stage smoothing arxiv.org/abs/2605.06862 .ME .ML

One Operator for Many Densities: Amortized Approximation of Conditioning by Neural Operators arxiv.org/abs/2605.06873 .ML .NA .LG .NA

Kernel Selection is Model Selection: A Unified Complexity-Penalized Approach for MMD Two-Sample Tests arxiv.org/abs/2605.06883 .ML .LG

Locally Near Optimal Piecewise Linear Regression in High Dimensions via Difference of Max-Affine Functions arxiv.org/abs/2605.06959 .ML .ST .TH .LG

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