arxivcs.LG2026-07-22
Adaptive Confidence-weighted Expansion for Trustworthy Multi-Omics Multimodal Fusion
Mohammad Raahemi, Ali Sekhavati, Alireza Maleki, Hamid Nasiri
Multimodal learning is a robust approach to improve predictive performance in applications such as medical prognosis. However, the clinical applicability of models that use multimodal learning is hampered by their poor performance under noisy or uninformative data streams. Presen…