The underlying model for models

The underlying model for models

Imagine a machine with a hundred dials that you can turn, each of which controls a single parameter. The machine is performing “okay” but…

As we reach for next steps in AI

As we reach for next steps in AI

Human Intelligence appears to be special (most days). We have the ability to learn quickly with a few samples of data. The capacity to do…

Your Deep Learning Model Can be Absolutely Certain and Really Wrong

Your Deep Learning Model Can be Absolutely Certain and Really Wrong

Do deep generative models know what they don’t know?