Seeking the Sufficiency and Necessity Causal Features in Multimodal Representation Learning

Boyu Chen, Junjie Liu, Zhu Li +1

Probability of necessity and sufficiency (PNS) measures the likelihood of a feature set being both necessary and sufficient for predicting an outcome. It has proven effective in gu…