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conftrace_

finite-sample guarantee

30 papers

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Co-occurring keywords · papers mentioning both

conformal prediction (4) predictive interval (2) k-nearest neighbor (2) uncertainty quantification (2) adjacency graph (1) model stability (1) kernel density estimator (1) adaptive clustering (1) level set estimate (1) loss distribution (1)

Papers

On Kernel Derivative Approximation with Random Fourier Features AISTATS 2019 Discriminative Learning of Prediction Intervals AISTATS 2018 Statistical and Computational Guarantees for the Baum-Welch Algorithm JMLR 2017 Variable Importance Using Decision Trees NeurIPS 2017 Finite-Sample Analysis of Fixed-k Nearest Neighbor Density Functional Estimators NeurIPS 2016