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Articles

seqKAN: Sequence processing with Kolmogorov-Arnold Networks

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By Stasinos Konstantopoulos
| arxiv.org
arXiv:2502.14681 (cs) View PDF HTML (experimental) Subjects: Machine Learning (cs.LG); Artificial Intelligence (cs.AI) Cite as: arXiv:2502.14681 [cs.LG] (or arXiv:2502.14681v1 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2502.14681 Submission history From: Stasinos Konstantopoulos [ view email] [v1] Thu, 20 Feb 2025 16:10:18 UTC (441 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Connected Papers Toggle Connected Papers (What is Connected Papers?)...
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[2411.12476] Comparing Prior and Learned Time Representations in Transformer Models of Timeseries

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By Stasinos Konstantopoulos, George Meramveliotakis, George Kosmadakis, Tatiana Boura
| arxiv.org
[Submitted on 19 Nov 2024] Title:Comparing Prior and Learned Time Representations in Transformer Models of Timeseries View a PDF of the paper titled Comparing Prior and Learned Time Representations in Transformer Models of Timeseries, by Natalia Koliou and 4 other authors View PDF HTML (experimental) Abstract:What sets timeseries analysis apart from other machine learning exercises is that time representation becomes a primary aspect of the experiment setup, as it must adequately represent...
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[2405.09972] Predicting Solar Heat Production to Optimize Renewable Energy Usage

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By George Meramveliotakis, George Kosmadakis, Natalia Koliou, Stasinos Konstantopoulos
| arxiv.org
[Submitted on 16 May 2024] Title:Predicting Solar Heat Production to Optimize Renewable Energy Usage View a PDF of the paper titled Predicting Solar Heat Production to Optimize Renewable Energy Usage, by Tatiana Boura and Natalia Koliou and George Meramveliotakis and Stasinos Konstantopoulos and George Kosmadakis View PDF HTML (experimental) Abstract:Utilizing solar energy to meet space heating and domestic hot water demand is very efficient (in terms of environmental footprint as well as...
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