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Tsvetomila Mihaylova

2 accepted papers

2022

Modeling Structure with Undirected Neural Networks

ICML 2022spotlight

Neural networks are powerful function estimators, leading to their status as a paradigm of choice for modeling structured data. However, unlike other structured representations that emphasize the modularity of the problem {–} e.g., factor graphs {–} neural networks are usually monolithic mappings fr…