AI-powered
podcast player
Listen to all your favourite podcasts with AI-powered features
The Curse of Scaling
As dimensionality grows, space expands expedentially. Points grow furthe apart, and the volume near each point vanishes. In this episode, our guests argue this cursed dooms traditional concepts of interpolation - even if we allow for the high dimensional transformative power of deep neural networks. It to day is a big day here at machine learning street talk: We have invited one of the godfathers of deep learning on the show, none other than professor jan lacun.