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Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent
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| Published in: | Journal of Machine Learning Research (JMLR) |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868553612900171776 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Machine Learning Research (JMLR) |
| description | |
| discipline_display | Computer Sciience |
| discipline_facet | Computer Sciience |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:77727 |
| institution | FRELIP |
| journal_source_facet | Journal of Machine Learning Research (JMLR) |
| last_indexed | 2026-06-20T21:39:49.249Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent Computer Sciience General Computer Sciience |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Computer Sciience General Computer Sciience |
| subject_facet | Computer Sciience General Computer Sciience |
| title | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_alt | Las Neuronas de Valor Complejo Reparametrizadas Pueden Aprender Eficientemente Más que las Neuronas de Valor Real mediante Descenso de Gradiente Les neurones à valeurs complexes reparamétrés peuvent apprendre efficacement plus que les neurones à valeurs réelles via la descente de gradient Neurônios de Valor Complexo Reparametrizados Podem Aprender Eficientemente Mais que Neurônios de Valor Real via Descida de Gradiente |
| title_auth | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_es_txt | Las Neuronas de Valor Complejo Reparametrizadas Pueden Aprender Eficientemente Más que las Neuronas de Valor Real mediante Descenso de Gradiente |
| title_fr_txt | Les neurones à valeurs complexes reparamétrés peuvent apprendre efficacement plus que les neurones à valeurs réelles via la descente de gradient |
| title_full | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_fullStr | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_full_unstemmed | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_pt_txt | Neurônios de Valor Complexo Reparametrizados Podem Aprender Eficientemente Mais que Neurônios de Valor Real via Descida de Gradiente |
| title_short | Reparameterized Complex-valued Neurons Can Efficiently Learn More than Real-valued Neurons via Gradient Descent |
| title_sort | reparameterized complex-valued neurons can efficiently learn more than real-valued neurons via gradient descent |
| topic | Computer Sciience General Computer Sciience |
| url | http://jmlr.org/papers/v27/25-1106.html |