Mihaela Stoian
Mihaela Stoian
Wolfson Building, Parks Road, Oxford OX1 3QD
Biography
Selected Publications
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Beyond the convexity assumption: Realistic tabular data generation under quantifier−free real linear constraints
Mihaela Cătălina Stoian and Eleonora Giunchiglia
In Proceedings of the 13th International Conference on Learning Representations‚ ICLR 2025‚ Singapore‚ 24–28 April 2025. 2025.
Details about Beyond the convexity assumption: Realistic tabular data generation under quantifier−free real linear constraints | BibTeX data for Beyond the convexity assumption: Realistic tabular data generation under quantifier−free real linear constraints | Link to Beyond the convexity assumption: Realistic tabular data generation under quantifier−free real linear constraints
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PiShield: A NeSy Framework for Learning with Requirements
Mihaela Cătălina Stoian‚ Alex Tatomir‚ Eleonora Giunchiglia and Thomas Lukasiewicz
In Proceedings of the 33rd International Joint Conference on Artificial Intelligence‚ IJCAI 2024‚ Demos‚ Jeju Island‚ South Korea‚ August 3–9‚ 2024. ijcai.org. August, 2024.
Details about PiShield: A NeSy Framework for Learning with Requirements | BibTeX data for PiShield: A NeSy Framework for Learning with Requirements
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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