Kernels

Probability-generating function kernels for spherical data
The class of probability-generating function (PGF) kernels is introduced, which consists of kernels supported on the unit hypersphere, …
Theodore Papamarkou, Alexey Lindo
Cite Source Document
Wide neural networks with bottlenecks are deep Gaussian processes
There has recently been much work on the ‘wide limit’ of neural networks, where Bayesian neural networks (BNNs) are shown …
Devanshu Agrawal, Theodore Papamarkou, Jacob Hinkle
PDF Cite Code Source Document