Pantelis ElinasScalable graph representation learning with Graph Neural NetworksFrom thousands to billions: An overview of methods for scaling Graph Neural Networks·13 min read·Jan 10, 2022--2--2
Pantelis ElinasinstellargraphGraph Neural Network model calibration for trusted predictionsGraph Neural Networks — a fast developing machine learning specialisation. Can we improve GNN predictions for better decision making?·8 min read·Feb 28, 2020----
Pantelis ElinasinstellargraphCan graph machine learning identify hate speech in online social networks?A use-case study for Twitter users and the power of machine learning and graph neural networks to detect hateful online users.·15 min read·Jul 25, 2019--1--1
Pantelis ElinasinstellargraphKnowing Your Neighbours: Machine Learning on GraphsWe live in a deeply connected world. Graph Machine Learning provides Data Scientists with the tools to extract insights from connected…·9 min read·Jun 6, 2019--4--4