Blogs on neural networks » Lamarr Institute

Münze auf der Alfred Nobel abgebildet ist im Vordergrund. Im Hintergrund eine Netzstruktur in blau, die an eine Plattine erinnert.

Thoughts about the Nobel Prize in Physics 2024 …

Prof. Dr. Christian Bauckhage,

23. October 2024

The 2024 Nobel Prize in Physics has been awarded to John Hopfield and Geoffrey Hinton for research in artificial intelligence. Find out what is behind this decision....

00 Blog Andreas Konfigurierbare Pumpen - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogApplication

What is it capable of and what does it cost? AI for the prediction of product features

Andreas Pauly,

28. June 2023

How much does my custom-made product cost? These and other factors are essential for the purchase decision for a particular manufacturer. For the latter, however, the calculation is time-consuming. Machine learning can speed up this process tremendously....

00 Blog Studis fuer Studis CSC 1 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogBasics

Automatic classification of a publication network using a Graph Attention Network

Maximilian Sauerzapf,

19. May 2023

Social networks are omnipresent these days. But how can information be extracted from them with the help of neural networks? To answer this question, we present the Graph Attention Network....

00 Blog Bauckhage ChatGPT Part1 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogBasics

ChatGPT: An assessment of the polarizing chatbot

Prof. Dr. Christian Bauckhage,

27. January 2023

ChatGPT has been a buzzword since its release. In this series, Prof. Dr. Christian Bauckhage takes a closer look at this hype and shares his own experiences....

00 Blog Sifa ART 9 - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogApplication

ART – Automated Tool for Generating Financial Statements

Prof. Dr. Rafet Sifa,

16. March 2022

Creating financial reports takes a lot of time and is expensive. ART is a new method that should make it possible to convert structured table data from financial reports into text....

00 Blog Pielka Widerspruchserkennung - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogResearch

Contradiction detection in the German language – With machine translation and recurrent neural networks

Maren Pielka,

15. December 2021

For an ML system to recognize contradictions in texts, it requires a large amount of human-like text understanding. In this article, we present models from our research that are capable of doing this....

00 Blog Jakobs Zeitreihenvorhersage - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogResearch

Which model should I choose? Explainable model selection for time series prediction

Matthias Jakobs,

06. October 2021

Selecting the model that can best solve a given problem from a set of models is often an untransparent process. For time series prediction, we present an explainable procedure for model selection. ...

00 Blog weickhmann - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogApplication

Priority for safe Machine Learning: On the robustness of neural networks

Luise Weickhmann,

14. July 2021

Hostile attacks on Machine Learning prediction models, for example in autonomous driving, could lead to great (personal) damage. Defense mechanisms can be used to protect ML models and increase their robustness against attacks. ...

00 Blog Kindermann VAE - Lamarr Institute for Machine Learning (ML) and Artificial Intelligence (AI)

BlogResearch

Generative neural models learn latent probability distributions

Dr. Jörg Kindermann,

16. June 2021

In this post, we explain the approach of generative neural models. These have achieved good results in application areas where hand-curated data for supervised learning is difficult or impossible to obtain....