Danny Heinrich

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 8

Top Topics

Resource Constrained

Machine Learning

Concept Formation

Topological Map

Top Venues

AAAI Workshop: Declarative Learning Based Programming

Frontiers Artif. Intell.

Publications

Anas Gouda, Danny Heinrich, Mirco Hünnefeld, Irfan Fachrudin Priyanta, Christopher Reining, Moritz Roidl
A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning. I2MTC (2023)
Katharina Morik, Helena Kotthaus, Raphael Fischer, Sascha Mücke, Matthias Jakobs, Nico Piatkowski, Andreas Pauly, Lukas Heppe, Danny Heinrich
Yes we care!-Certification for machine learning methods through the care label framework. Frontiers Artif. Intell. 5 (2022)
Anas Gouda, Danny Heinrich, Mirco Hünnefeld, Irfan Fachrudin Priyanta, Christopher Reining, Moritz Roidl
A Grid-based Sensor Floor Platform for Robot Localization using Machine Learning. CoRR (2022)
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Sascha Mücke, Andreas Pauly, Matthias Jakobs, Nico Piatkowski
Yes We Care! - Certification for Machine Learning Methods through the Care Label Framework. CoRR (2021)
Katharina Morik, Helena Kotthaus, Lukas Heppe, Danny Heinrich, Raphael Fischer, Andreas Pauly, Nico Piatkowski
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning. CoRR (2021)
Lukas Heppe, Michael Kamp, Linara Adilova, Danny Heinrich, Nico Piatkowski, Katharina Morik
Resource-Constrained On-Device Learning by Dynamic Averaging. PKDD/ECML Workshops (2020)
Lukas Heppe, Michael Kamp, Linara Adilova, Danny Heinrich, Nico Piatkowski, Katharina Morik
Resource-Constrained On-Device Learning by Dynamic Averaging. CoRR (2020)
Martin Mladenov, Danny Heinrich, Leonard Kleinhans, Felix Gonsior, Kristian Kersting
RELOOP: A Python-Embedded Declarative Language for Relational Optimization. AAAI Workshop: Declarative Learning Based Programming (2016)