Unsupervised relational inference using masked reconstruction
CC BY
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| Định dạng: | Sách |
| Ngôn ngữ: | English |
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Springer
2023
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| Truy cập trực tuyến: | https://link.springer.com/article/10.1007/s41109-023-00542-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7712 |
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oai:localhost:PNK-77122023-04-10T03:25:02Z Unsupervised relational inference using masked reconstruction Gerrit, Großmann Julian, Zimmerlin Michael, Backenköhler Stochastic dynamical systems individual components CC BY Stochastic dynamical systems in which local interactions give rise to complex emerging phenomena are ubiquitous in nature and society. This work explores the problem of inferring the unknown interaction structure (represented as a graph) of such a system from measurements of its constituent agents or individual components (represented as nodes). We consider a setting where the underlying dynamical model is unknown and where different measurements (i.e., snapshots) may be independent (e.g., may stem from different experiments). 2023-04-10T03:25:02Z 2023-04-10T03:25:02Z 2023 Book https://link.springer.com/article/10.1007/s41109-023-00542-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7712 en application/pdf Springer |
| institution |
Digital Phenikaa |
| collection |
Digital Phenikaa |
| language |
English |
| topic |
Stochastic dynamical systems individual components |
| spellingShingle |
Stochastic dynamical systems individual components Gerrit, Großmann Julian, Zimmerlin Michael, Backenköhler Unsupervised relational inference using masked reconstruction |
| description |
CC BY |
| format |
Book |
| author |
Gerrit, Großmann Julian, Zimmerlin Michael, Backenköhler |
| author_facet |
Gerrit, Großmann Julian, Zimmerlin Michael, Backenköhler |
| author_sort |
Gerrit, Großmann |
| title |
Unsupervised relational inference using masked reconstruction |
| title_short |
Unsupervised relational inference using masked reconstruction |
| title_full |
Unsupervised relational inference using masked reconstruction |
| title_fullStr |
Unsupervised relational inference using masked reconstruction |
| title_full_unstemmed |
Unsupervised relational inference using masked reconstruction |
| title_sort |
unsupervised relational inference using masked reconstruction |
| publisher |
Springer |
| publishDate |
2023 |
| url |
https://link.springer.com/article/10.1007/s41109-023-00542-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7712 |
| _version_ |
1762818480702226432 |
| score |
8.889492 |