2 papers
cs.LG2026
Decision-Making under Combinatorial Risk
Yifan Hong, Hongmiao Fan, Chen Wang
Decision-making under risk is typically studied through single-shot lottery choices. Yet many real decisions involve combinatorial risk, where risk arises from multiple risky compo…
cs.AI2025
GContextFormer: A global context-aware hybrid multi-head attention approach with scaled additive aggregation for multimodal trajectory prediction
Yuzhi Chen, Yuanchang Xie, Lei Zhao +3
Multimodal trajectory prediction generates multiple plausible future trajectories to address vehicle motion uncertainty from intention ambiguity and execution variability. However,…