Mihaela Stoian
Mihaela Stoian
Wolfson Building, Parks Road, Oxford OX1 3QD
Biography
Selected Publications
-
How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
Mihaela Catalina Stoian‚ Salijona Dyrmishi‚ Maxime Cordy‚ Thomas Lukasiewicz and Eleonora Giunchiglia
In Proceedings of the 12th International Conference on Learning Representations‚ ICLR 2024‚ Vienna‚ Austria‚ 7–11 May 2024. May, 2024.
Details about How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data | BibTeX data for How Realistic Is Your Synthetic Data? Constraining Deep Generative Models for Tabular Data
-
CCN+: A Neuro−symbolic Framework for Deep Learning with Requirements
Eleonora Giunchiglia‚ Alex Tatomir‚ Mihaela Catalina Stoian and Thomas Lukasiewicz
In International Journal of Approximate Reasoning. 2024.
In press.
Details about CCN+: A Neuro−symbolic Framework for Deep Learning with Requirements | BibTeX data for CCN+: A Neuro−symbolic Framework for Deep Learning with Requirements | Link to CCN+: A Neuro−symbolic Framework for Deep Learning with Requirements
-
Exploiting T−norms for Deep Learning in Autonomous Driving
Mihaela Catalina Stoian‚ Eleonora Giunchiglia and Thomas Lukasiewicz
In Artur S. d'Avila Garcez‚ Tarek R. Besold‚ Marco Gori and Ernesto Jiménez−Ruiz, editors, Proceedings of the 17th International Workshop on Neural−Symbolic Learning and Reasoning‚ NeSy 2023‚ La Certosa di Pontignano‚ Siena‚ Italy‚ 3–5 July 2023. Pages 369–380. July, 2023.
Details about Exploiting T−norms for Deep Learning in Autonomous Driving | BibTeX data for Exploiting T−norms for Deep Learning in Autonomous Driving