2020
A Theory of Usable Information under Computational Constraints
ICLR 2020talk
We propose a new framework for reasoning about information in complex systems. Our foundation is based on a variational extension of Shannon’s information theory that takes into account the modeling power and computational constraints of the observer. The resulting predictive V-information encompass…