Sequential Learning Of Neural Networks for Prequential MDL

Jorg Bornschein, Yazhe Li, Marcus Hutter

Minimum Description Length (MDL) provides a framework and an objective for principled model evaluation. It formalizes Occam's Razor and can be applied to data from non-stationary s…