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<titleInfo><title>KernelMatmul: Scaling Gaussian Processes to Large Time Series</title></titleInfo>





<name type="personal">
  <namePart type="given">Tilman</namePart>
  <namePart type="family">Hoffbauer</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Holger H.</namePart>
  <namePart type="family">Hoos</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
<name type="personal">
  <namePart type="given">Jakob</namePart>
  <namePart type="family">Bossek</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">102979</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0002-4121-4668</description></name>



<name type="personal"><namePart type="given">Toby</namePart><namePart type="family">Walsh</namePart>
  <role> <roleTerm type="text">editor</roleTerm> </role></name>
<name type="personal"><namePart type="given">Julie</namePart><namePart type="family">Shah</namePart>
  <role> <roleTerm type="text">editor</roleTerm> </role></name>
<name type="personal"><namePart type="given">Zico</namePart><namePart type="family">Kolter</namePart>
  <role> <roleTerm type="text">editor</roleTerm> </role></name>




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  <identifier type="local">819</identifier>
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<originInfo><publisher>AAAI Press</publisher><dateIssued encoding="w3cdtf">2025</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><titleInfo><title>AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA</title></titleInfo><identifier type="doi">10.1609/AAAI.V39I16.33893</identifier>
<part><extent unit="pages">17223–17230</extent>
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<bibliographicCitation>
<apa>Hoffbauer, T., Hoos, H. H., &amp;#38; Bossek, J. (2025). KernelMatmul: Scaling Gaussian Processes to Large Time Series. In T. Walsh, J. Shah, &amp;#38; Z. Kolter (Eds.), &lt;i&gt;AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA&lt;/i&gt; (pp. 17223–17230). AAAI Press. &lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;https://doi.org/10.1609/AAAI.V39I16.33893&lt;/a&gt;</apa>
<ieee>T. Hoffbauer, H. H. Hoos, and J. Bossek, “KernelMatmul: Scaling Gaussian Processes to Large Time Series,” in &lt;i&gt;AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA&lt;/i&gt;, 2025, pp. 17223–17230, doi: &lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;10.1609/AAAI.V39I16.33893&lt;/a&gt;.</ieee>
<short>T. Hoffbauer, H.H. Hoos, J. Bossek, in: T. Walsh, J. Shah, Z. Kolter (Eds.), AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA, AAAI Press, 2025, pp. 17223–17230.</short>
<chicago>Hoffbauer, Tilman, Holger H. Hoos, and Jakob Bossek. “KernelMatmul: Scaling Gaussian Processes to Large Time Series.” In &lt;i&gt;AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA&lt;/i&gt;, edited by Toby Walsh, Julie Shah, and Zico Kolter, 17223–17230. AAAI Press, 2025. &lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;https://doi.org/10.1609/AAAI.V39I16.33893&lt;/a&gt;.</chicago>
<mla>Hoffbauer, Tilman, et al. “KernelMatmul: Scaling Gaussian Processes to Large Time Series.” &lt;i&gt;AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA&lt;/i&gt;, edited by Toby Walsh et al., AAAI Press, 2025, pp. 17223–17230, doi:&lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;10.1609/AAAI.V39I16.33893&lt;/a&gt;.</mla>
<ama>Hoffbauer T, Hoos HH, Bossek J. KernelMatmul: Scaling Gaussian Processes to Large Time Series. In: Walsh T, Shah J, Kolter Z, eds. &lt;i&gt;AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA&lt;/i&gt;. AAAI Press; 2025:17223–17230. doi:&lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;10.1609/AAAI.V39I16.33893&lt;/a&gt;</ama>
<bibtex>@inproceedings{Hoffbauer_Hoos_Bossek_2025, title={KernelMatmul: Scaling Gaussian Processes to Large Time Series}, DOI={&lt;a href=&quot;https://doi.org/10.1609/AAAI.V39I16.33893&quot;&gt;10.1609/AAAI.V39I16.33893&lt;/a&gt;}, booktitle={AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA}, publisher={AAAI Press}, author={Hoffbauer, Tilman and Hoos, Holger H. and Bossek, Jakob}, editor={Walsh, Toby and Shah, Julie and Kolter, Zico}, year={2025}, pages={17223–17230} }</bibtex>
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