[HTML][HTML] MAP inference algorithms without approximation for collective graphical models on path graphs via discrete difference of convex algorithm

Y Akagi, N Marumo, H Kim, T Kurashima, H Toda - Machine Learning, 2023 - Springer
Collective graphical model (CGM) is a probabilistic model that provides a framework for
analyzing aggregated count data. Maximum a posteriori (MAP) inference of unobserved …