In this video, we show the theoretical foundations of known operator learning and how to derive maximal error bounds. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

With great excitement, we announce the Pattern Recognition Symposium. From February 16th to 18th 2021, the members of the Pattern Recognition Lab will share their latest research on our traditional event. We are particularly happy to welcome our keynote speakers Gary Marcus (CEO of Robust.AI) ...

In this video, we ask ourselves whether we can find means to make deep learning a little safer, e.g. for medical applications. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

Nora Gourmelon, a PhD student at the Pattern Recognition Lab, was awarded a prize for her excellent Master's thesis "End-use Classification Using High-Resolution Smart Water Meter Data". Parts of her Master's thesis are published in an ECWS-5 paper (https://sciforum.net/paper/view/8225) and an arti...

In this video, we demonstrate how to go from spectral to spatial domain in graphs. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science

It is a great pleasure to announce Isabel Valera from Max Planck Institute (MPI) Saarbrücken as invited speaker at our lab! Title: "Ethical ML: mind the assumptions"Speaker: Prof. Dr. Isabel Valera (Saarland University & Max Planck Institute for Software Systems)Website: https://ivaleram.git...

These are the lecture notes for FAU's YouTube Lecture "Pattern Recognition". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor...

These are the lecture notes for FAU's YouTube Lecture "Pattern Recognition". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor...

These are the lecture notes for FAU's YouTube Lecture "Pattern Recognition". This is a full transcript of the lecture video & matching slides. We hope, you enjoy this as much as the videos. Of course, this transcript was created with deep learning techniques largely automatically and only minor...

In this video, we introduce spectral representations of graphs. Watch on:FAU TVFAU TV (no memes)YouTube Read the Transcript (Summer 2020) at:LMETowards Data Science