Yann Ollivier

The Description Length of Deep Learning Models

2018 · arXiv (Cornell University)

Solomonoff's general theory of inference and the Minimum Description Length principle formalize Occam's razor, and hold that a good model of data is a model that is good at losslessly compressing the data, including the …