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Found 5 papers, 3 papers with code
Regression Trees for Fast and Adaptive Prediction Intervals
Our approach is based on pursuing the coarsest partition of the feature space that approximates conditional coverage.
Flexible conditional density estimation for time series
This paper introduces FlexCodeTS, a new conditional density estimator for time series.
Hierarchical clustering: visualization, feature importance and model selection
We propose methods for the analysis of hierarchical clustering that fully use the multi-resolution structure provided by a dendrogram.
CD-split and HPD-split: efficient conformal regions in high dimensions
We also present simulations that show how to tune CD-split.
Flexible distribution-free conditional predictive bands using density estimators
In order to obtain this property, these methods require strong conditions on the dependence between the target variable and the features.
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