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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

Long-Term Spatio-Temporal Forecasting of Monthly Rainfall in West Bengal Using Ensemble Learning Approaches arxiv.org/abs/2510.13927 .AP .LG

Robust extrapolation problem for random processes with stationary increments arxiv.org/abs/2510.14003 .ST .TH

A Data-Parsimonious Model for Long-Term Risk Assessments of West Nile Virus Spillover arxiv.org/abs/2510.14011 .AP

Filtering Problem for Random Processes with Stationary Increments arxiv.org/abs/2510.14023 .ST .TH

Minimax Estimation for Periodically Correlated Stochastic Processes arxiv.org/abs/2510.14033 .ST .TH

Joint modeling and inference of multiple-subject high-dimensional sparse vector autoregressive models arxiv.org/abs/2510.14044 .ME

Minimum Hellinger Distance Estimators for Complex Survey Designs arxiv.org/abs/2510.14055 .ST .IT .PR .TH .IT

Efficient Inference for Coupled Hidden Markov Models in Continuous Time and Discrete Space arxiv.org/abs/2510.12916 .ML .LG

Escaping Neal's Funnel: a multi-stage sampling method for hierarchical models arxiv.org/abs/2510.12917 .ME .CO

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