Functional distributional random forests estimate covariate-dependent distributions over curves using an MMD-based split criterion, with consistency theory and proper scoring rules for evaluation.
Order-Explicit Linearization of High-Dimensional
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Conditional Distribution Estimation for Functional Responses with Random Forests
Functional distributional random forests estimate covariate-dependent distributions over curves using an MMD-based split criterion, with consistency theory and proper scoring rules for evaluation.