Danny Heinrich

According to our database, Danny Heinrich authored at least 5 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning.

Anas Gouda, Danny Heinrich, Mirco Hünnefeld, Irfan Fachrudin Priyanta, Christopher Reining, Moritz Roidl

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

2022

Yes we care!-Certification for machine learning methods through the care label framework.

Katharina Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke, Matthias Jakobs, Nico Piatkowski, Andreas Pauly, Lukas Heppe, Danny Heinrich

Frontiers Artif. Intell., 2022

2021

The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning.

Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Andreas Pauly, Nico Piatkowski

CoRR, 2021

2020

Resource-Constrained On-Device Learning by Dynamic Averaging.

Lukas Heppe, Michael Kamp, Linara Adilova, Danny Heinrich, Nico Piatkowski, Katharina Morik

Proceedings of the ECML PKDD 2020 Workshops, 2020

2016

RELOOP: A Python-Embedded Declarative Language for Relational Optimization.

Martin Mladenov, Danny Heinrich, Leonard Kleinhans, Felix Gonsior, Kristian Kersting

Proceedings of the Declarative Learning Based Programming, 2016