1–4 May 2023
Strandhotellet, Sandvig
Europe/Copenhagen timezone

Representation learning using Graph Neural Networks

2 May 2023, 09:45
45m
Strandhotellet, Sandvig

Strandhotellet, Sandvig

Strandhotellet Strandpromenaden 7, Sandvig Bornholm, Denmark

Speaker

Raghavendra Selvan (DIKU)

Description

Learning compact and continuous representation spaces for discrete and non-Euclidean objects such as graphs can be useful to study their properties and perform meaningful vector manipulations that can translate back into the data space. In this session, we will look into graph neural network based regularised auto-encoders that can learn embedding spaces, that can also be conditioned on additional physical properties.

Presentation materials