This is the 5th lecture of an entire series of lectures given by the researchers of Lancaster University Leipzig.
In this event, Dr. Pascal Welke, Assistant Professor in Data Science, will present his latest research. His session is called “Graph Neural Networks for Machine Learning on Networks“.
What do “finding novel drug candidates that are active against some disease and not toxic’ and ‘identifying spambots that try to influence
elections’ in common? Both these problems can be solved by AI methods that are called Graph Neural Networks. A graph stores objects and their
connections. For example humans are connected to other humans by friendships, or Whatsapp chats in so-called social networks. In chemistry, atoms form chemical bonds to other atoms resulting in molecules that can be seen as graphs.
In this lecture, we will discuss Neural Networks that are built to deal with this kind of graph data, to make predictions for individual nodes in graphs (e.g. if a Whatsapp account is a spambot or a human) or for full graphs (e.g. if a chemical molecule is toxic, or not). We will look at the basics and have an outlook on some of the recent developments in the field.
If you want to attend this lecture, please register via the link below.
Dies ist die fünfte Vorlesung einer ganzen Reihe von Vorträgen, die von Forschern der Lancaster University Leipzig gehalten werden.
Bei dieser Veranstaltung wird Dr Pascal Welke, Assistant Professor in Data Science, ihseine neuesten Forschungsergebnisse vorstellen. Seine Vorlesung trägt den Titel „Graph Neural Networks for Machine Learning on Networks“
Um an der Vorlesung teilzunehmen, melden Sie sich bitte über diesen Link an:
At Lancaster University Leipzig, we believe research should be shared beyond academia. That’s why our researchers present their latest cutting-edge projects in a way that’s engaging and easy to understand for everyone. These presentations are free and open to all – a chance to broaden your horizons and discover new perspectives. Talks will be delivered in English, accompanied by live-generated German subtitles.
An der Lancaster Leipzig sind wir überzeugt: Forschung sollte nicht nur innerhalb der Wissenschaft bleiben. Deshalb präsentieren unsere Forscherinnen und Forscher ihre neuesten Projekte auf verständliche und spannende Weise – für alle Interessierten. Die Veranstaltungen sind kostenlos und offen für alle – eine Gelegenheit, den eigenen Horizont zu erweitern und neue Perspektiven kennenzulernen. Die Vorträge finden auf Englisch statt und werden mit live-generierten deutschen Untertiteln begleitet.
