Flexible Variational Information Bottleneck: Achieving Diverse Compression with a Single Training

1 code implementation • 2 Feb 2024 • Sota Kudo, Naoaki Ono, Shigehiko Kanaya, Ming Huang

We theoretically demonstrate that across all values of reasonable $\beta$, FVIB can simultaneously maximize an approximation of the objective function for Variational Information Bottleneck (VIB), the conventional IB method.

Data Compression