no code implementations • 23 Mar 2024 • Xiaoqiang Yan, Zhixiang Jin, Fengshou Han, Yangdong Ye
In this work, we propose a new differentiable information bottleneck (DIB) method, which provides a deterministic and analytical MVC solution by fitting the mutual information without the necessity of variational approximation.