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researcher

Danny Heinrich

3 papers hereh-index 435 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedThe Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning

2 citations · 2 across the 2 of their papers we have counts for

collaborators

3 papers

cs.LG2022

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

Anas Gouda, Danny Heinrich, Mirco Hünnefeld +3

Wireless Sensor Network (WSN) applications reshape the trend of warehouse monitoring systems allowing them to track and locate massive numbers of logistic entities in real-time. To…

cs.LG2021★ 2 cited

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

Katharina Morik, Helena Kotthaus, Lukas Heppe +4

Machine learning applications have become ubiquitous. This has led to an increased effort of making machine learning trustworthy. Explainable and fair AI have already matured. They…

cs.LG2020

Resource-Constrained On-Device Learning by Dynamic Averaging

Lukas Heppe, Michael Kamp, Linara Adilova +3

The communication between data-generating devices is partially responsible for a growing portion of the world's power consumption. Thus reducing communication is vital, both, from…

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