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conditional quantile forecasting 1distribution-free testing 1feature-aware calibration 1model monitoring 1non-iid data 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

Bet on Features: Anytime-Valid and Feature-Aware Auditing of Conditional Quantile Forecasters

Ivane Antonov, Sohom Mukherjee, Richard Pibernik +1

The paper proposes a distribution‑free, game‑theoretic framework for continuously auditing black‑box conditional quantile forecasters, allowing the auditor to detect miscalibration…