2 papers
cs.LG2025
Explainable Multimodal Regression via Information Decomposition
Zhaozhao Ma, Shujian Yu
Multimodal regression aims to predict a continuous target from heterogeneous input sources and typically relies on fusion strategies such as early or late fusion. However, existing…
q-fin.TR2025
MM-ARC: Multimodal Adaptive Routing of Capital with Robustness-Audited Strategy Pools
Yang Chen, Yueheng Jiang, Zhaozhao Ma +8
Financial trading systems must convert multimodal market history into executable positions while limiting overfitting from repeated strategy search. We introduce MM-ARC (MultiModal…