---
_id: '67007'
author:
- first_name: Karl-Ludwig
  full_name: Besser, Karl-Ludwig
  last_name: Besser
- first_name: Bho
  full_name: Matthiesen, Bho
  id: '126292'
  last_name: Matthiesen
  orcid: 0000-0002-4582-3938
- first_name: Alessio
  full_name: Zappone, Alessio
  last_name: Zappone
- first_name: Eduard A.
  full_name: Jorswieck, Eduard A.
  last_name: Jorswieck
citation:
  ama: 'Besser K-L, Matthiesen B, Zappone A, Jorswieck EA. Deep Learning Based Resource
    Allocation: How Much Training Data is Needed? In: <i>2020 IEEE 21st International
    Workshop on Signal Processing Advances in Wireless Communications (SPAWC)</i>.
    IEEE; 2020. doi:<a href="https://doi.org/10.1109/spawc48557.2020.9154298">10.1109/spawc48557.2020.9154298</a>'
  apa: 'Besser, K.-L., Matthiesen, B., Zappone, A., &#38; Jorswieck, E. A. (2020).
    Deep Learning Based Resource Allocation: How Much Training Data is Needed? <i>2020
    IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications
    (SPAWC)</i>. <a href="https://doi.org/10.1109/spawc48557.2020.9154298">https://doi.org/10.1109/spawc48557.2020.9154298</a>'
  bibtex: '@inproceedings{Besser_Matthiesen_Zappone_Jorswieck_2020, title={Deep Learning
    Based Resource Allocation: How Much Training Data is Needed?}, DOI={<a href="https://doi.org/10.1109/spawc48557.2020.9154298">10.1109/spawc48557.2020.9154298</a>},
    booktitle={2020 IEEE 21st International Workshop on Signal Processing Advances
    in Wireless Communications (SPAWC)}, publisher={IEEE}, author={Besser, Karl-Ludwig
    and Matthiesen, Bho and Zappone, Alessio and Jorswieck, Eduard A.}, year={2020}
    }'
  chicago: 'Besser, Karl-Ludwig, Bho Matthiesen, Alessio Zappone, and Eduard A. Jorswieck.
    “Deep Learning Based Resource Allocation: How Much Training Data Is Needed?” In
    <i>2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless
    Communications (SPAWC)</i>. IEEE, 2020. <a href="https://doi.org/10.1109/spawc48557.2020.9154298">https://doi.org/10.1109/spawc48557.2020.9154298</a>.'
  ieee: 'K.-L. Besser, B. Matthiesen, A. Zappone, and E. A. Jorswieck, “Deep Learning
    Based Resource Allocation: How Much Training Data is Needed?,” 2020, doi: <a href="https://doi.org/10.1109/spawc48557.2020.9154298">10.1109/spawc48557.2020.9154298</a>.'
  mla: 'Besser, Karl-Ludwig, et al. “Deep Learning Based Resource Allocation: How
    Much Training Data Is Needed?” <i>2020 IEEE 21st International Workshop on Signal
    Processing Advances in Wireless Communications (SPAWC)</i>, IEEE, 2020, doi:<a
    href="https://doi.org/10.1109/spawc48557.2020.9154298">10.1109/spawc48557.2020.9154298</a>.'
  short: 'K.-L. Besser, B. Matthiesen, A. Zappone, E.A. Jorswieck, in: 2020 IEEE 21st
    International Workshop on Signal Processing Advances in Wireless Communications
    (SPAWC), IEEE, 2020.'
date_created: 2026-09-04T14:11:49Z
date_updated: 2026-09-04T14:45:39Z
doi: 10.1109/spawc48557.2020.9154298
extern: '1'
language:
- iso: eng
publication: 2020 IEEE 21st International Workshop on Signal Processing Advances in
  Wireless Communications (SPAWC)
publication_status: published
publisher: IEEE
status: public
title: 'Deep Learning Based Resource Allocation: How Much Training Data is Needed?'
type: conference
user_id: '126292'
year: '2020'
...