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Machine Learning as Ecology
Machine learning methods have had spectacular success on numerous problems. Here we show that a prominent class of learning algorithms - including Support Vector Machines (SVMs) - have a natural interpretation in terms of ecological dynamics. We use these ideas to design new online SVM algorithms th...
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| Pubblicato in: | J Phys A Math Theor |
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| Autori principali: | , , , |
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
2020
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| Soggetti: | |
| Accesso online: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7779242/ https://ncbi.nlm.nih.gov/pubmed/33403001 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1088/1751-8121/ab956e |
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