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<titleInfo><title>Deep Learning Based Resource Allocation: How Much Training Data is Needed?</title></titleInfo>


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<name type="personal">
  <namePart type="given">Karl-Ludwig</namePart>
  <namePart type="family">Besser</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Bho</namePart>
  <namePart type="family">Matthiesen</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">126292</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0002-4582-3938</description></name>
<name type="personal">
  <namePart type="given">Alessio</namePart>
  <namePart type="family">Zappone</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Eduard A.</namePart>
  <namePart type="family">Jorswieck</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>















<originInfo><publisher>IEEE</publisher><dateIssued encoding="w3cdtf">2020</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)</title></titleInfo><identifier type="doi">10.1109/spawc48557.2020.9154298</identifier>
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<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: &lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;10.1109/spawc48557.2020.9154298&lt;/a&gt;.</ieee>
<apa>Besser, K.-L., Matthiesen, B., Zappone, A., &amp;#38; Jorswieck, E. A. (2020). Deep Learning Based Resource Allocation: How Much Training Data is Needed? &lt;i&gt;2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)&lt;/i&gt;. &lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;https://doi.org/10.1109/spawc48557.2020.9154298&lt;/a&gt;</apa>
<chicago>Besser, Karl-Ludwig, Bho Matthiesen, Alessio Zappone, and Eduard A. Jorswieck. “Deep Learning Based Resource Allocation: How Much Training Data Is Needed?” In &lt;i&gt;2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)&lt;/i&gt;. IEEE, 2020. &lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;https://doi.org/10.1109/spawc48557.2020.9154298&lt;/a&gt;.</chicago>
<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.</short>
<mla>Besser, Karl-Ludwig, et al. “Deep Learning Based Resource Allocation: How Much Training Data Is Needed?” &lt;i&gt;2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)&lt;/i&gt;, IEEE, 2020, doi:&lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;10.1109/spawc48557.2020.9154298&lt;/a&gt;.</mla>
<bibtex>@inproceedings{Besser_Matthiesen_Zappone_Jorswieck_2020, title={Deep Learning Based Resource Allocation: How Much Training Data is Needed?}, DOI={&lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;10.1109/spawc48557.2020.9154298&lt;/a&gt;}, 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} }</bibtex>
<ama>Besser K-L, Matthiesen B, Zappone A, Jorswieck EA. Deep Learning Based Resource Allocation: How Much Training Data is Needed? In: &lt;i&gt;2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)&lt;/i&gt;. IEEE; 2020. doi:&lt;a href=&quot;https://doi.org/10.1109/spawc48557.2020.9154298&quot;&gt;10.1109/spawc48557.2020.9154298&lt;/a&gt;</ama>
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