2025
Gaussian Ensemble Belief Propagation for Efficient Inference in High-Dimensional, Black-box Systems
ICLR 2025poster
Efficient inference in high-dimensional models is a central challenge in machine learning. We introduce the Gaussian Ensemble Belief Propagation (GEnBP) algorithm, which combines the strengths of the Ensemble Kalman Filter (EnKF) and Gaussian Belief Propagation (GaBP) to address this challenge. GEnB…