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stat.ML2026
Super-Level-Set Regression: Conditional Quantiles via Volume Minimization
Sacha Braun, Michael I. Jordan, Francis Bach
Constructing minimum-volume prediction regions that satisfy conditional coverage is a fundamental challenge in multivariate regression. Standard approaches rely on explicitly estim…
stat.ML2026
V-ECE: Estimating General Expected Calibration Errors
Eugène Berta, Sacha Braun, David Holzmüller +2
In probabilistic classification, calibration error (CE) measures the average divergence of predicted probabilities from , the true class distribution for…