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Bridging Prediction and Attribution: Identifying Forward and Backward Causal Influence Ranges Using Assimilative Causal Inference arxiv.org/abs/2510.21889 .data-an .ML .ST .ME .TH .LG

Differentially Private High-dimensional Variable Selection via Integer Programming arxiv.org/abs/2510.22062 .ML .CR .LG

A General Framework for Designing and Evaluating Active-Controlled Trials with Non-Inferiority Objectives arxiv.org/abs/2510.22071 .ME

Partially Retargeted Balancing Weights for Causal Effect Estimation Under Positivity Violations arxiv.org/abs/2510.22072 .ME

Evaluation of A Spatial Microsimulation Framework for Small-Area Estimation of Population Health Outcomes Using the Behavioral Risk Factor Surveillance System arxiv.org/abs/2510.22080 .AP .MA

High-dimensional low-rank matrix regression with unknown latent structures arxiv.org/abs/2510.22106 .ME

Estimand framework and intercurrent events handling for clinical trials with time-to-event outcomes arxiv.org/abs/2510.15000 .ME .ML .LG

Asymptotic distribution of the global clustering coefficient in a random annulus graph arxiv.org/abs/2510.15003 .ME .ST .TH

Data-driven Calibration Sample Selection and Forecast Combination in Electricity Price Forecasting: An Application of the ARHNN Method arxiv.org/abs/2510.15011 .AP .ML

From Universal Approximation Theorem to Tropical Geometry of Multi-Layer Perceptrons arxiv.org/abs/2510.15012 .ML .AI .LG

The Coverage Principle: How Pre-training Enables Post-Training arxiv.org/abs/2510.15020 .ML .ST .TH .AI .CL .LG

The Minimax Lower Bound of Kernel Stein Discrepancy Estimation arxiv.org/abs/2510.15058 .ML .ST .TH .LG

Bayesian Additive Regression Trees (BART) in Food Authenticity: A Classification Approach to Food Fraud Detection arxiv.org/abs/2510.15105 .AP

Beyond PCA: Manifold Dimension Estimation via Local Graph Structure arxiv.org/abs/2510.15141 .ML .AP .LG

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