Author

Ilia Azizi

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Preprint Aug 2026

Conformal Calibration for Multi-Modal Regression with Missing Modalities

A modality-aware conformal calibration layer that trains or reuses one predictor per modality, computes a disagreement score from their predictions, and uses that score in split conformal calibration under a strict split protocol for simple, model-agnostic reliability layer for multi-modal regression systems.

Ilia Azizi · 2 citations