2025
LP-Based Weighted Model Integration over Non-Linear Real Arithmetic
S. Akshay, Supratik Chakraborty, Soroush Farokhnia, Amir Goharshady, Harshit Jitendra Motwani, Đorđe Žikelić
IJCAI 2025
Weighted model integration (WMI) is a relatively recent formalism that has received significant interest as a technique for solving probabilistic inference tasks with complicated weight functions. Existing methods and tools are mostly focused on linear and polynomial functions and provide limited su