Uncertainty-Aware Multimodal Learning via Conformal Shapley Intervals

Mathew Chandy, Michael Johnson, Judong Shen +4

Multimodal learning combines information from multiple data modalities to improve predictive performance. However, modalities often contribute unequally and in a data dependent way…