Wessel Bruinsma
Hello! I am a PhD student at the Machine Learning Group at the University of Cambridge, supervised by Dr Richard Turner.
Sessions
07-29
18:00
10min
NeuralProcesses.jl: Composing Neural Processes with Flux
Wessel Bruinsma
Neural Processes (NPs) are a rich class of models for meta-learning that have enjoyed a flurry of interest recently. We present NeuralProcesses.jl, a compositional framework for constructing and training NPs built on top of Flux.jl. We demonstrate how the Convolutional Conditional Neural Process (ConvCNP), a new member of the NP family, can be implemented with the framework. The ConvCNP models translation equivariance, which is an important inductive bias for many learning problems.
Red Track