Item Infomation
Title: |
Unsupervised relational inference using masked reconstruction |
Authors: |
Gerrit, Großmann Julian, Zimmerlin Michael, Backenköhler |
Issue Date: |
2023 |
Publisher: |
Springer |
Abstract: |
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). |
Description: |
CC BY |
URI: |
https://link.springer.com/article/10.1007/s41109-023-00542-x https://dlib.phenikaa-uni.edu.vn/handle/PNK/7712 |
Appears in Collections |
OER - Công nghệ thông tin |
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