David Neumann

Statistics

Publications

Citations

H-Index

Active since

2019

Affiliations

Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute(Current)

Technische Universität Berlin

David Neumann is an author at Fraunhofer Institute for Telecommunications, Heinrich Hertz Institute specializing in data science, pattern recognition, and engineering.

ORCID

Top concepts

EngineeringData ScienceMachine LearningPattern RecognitionRadarCovid-19EpidemiologyDeep LearningPublic HealthImage Analysis

Publications per year

2019–2023

Publications

Risk estimation of SARS-CoV-2 transmission from bluetooth low energy measurements

Felix Sattler, Jackie Ma, Patrick Wagner et al. · PUBLISSO (German National Library of Medicine) · 2020 · 36 citations · Full text

Engineering, Machine Learning, Radio Communication +19

A Privacy Preserving System for Movie Recommendations Using Federated Learning

David Neumann, Andreas Lutz, Karsten Müller et al. · ACM Transactions on Recommender Systems · 2023 · 14 citations · Full text

Finding and removing Clever Hans: Using explanation methods to debug and improve deep models

Christopher J. Anders, Leander Weber, David Neumann et al. · Information Fusion · 2021 · 11 citations · Full text

Analyzing ImageNet with Spectral Relevance Analysis: Towards ImageNet un-Hans'ed.

Christopher J. Anders, Talmaj Marinč, David Neumann et al. · arXiv (Cornell University) · 2019 · 10 citations · Full text

Few-shot Learning, Engineering, Machine Learning +17

1–4 of 4