Eleonora Giunchiglia
Selected Publications
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A Survey on Deep Learning Approaches for Tabular Data Generation: Utility‚ Alignment‚ Fidelity‚ Privacy‚ Diversity‚ and Beyond
Mihaela Catalina Stoian‚ Eleonora Giunchiglia and Thomas Lukasiewicz
In Transactions on Machine Learning Research. 2026.
In press.
Details about A Survey on Deep Learning Approaches for Tabular Data Generation: Utility‚ Alignment‚ Fidelity‚ Privacy‚ Diversity‚ and Beyond | BibTeX data for A Survey on Deep Learning Approaches for Tabular Data Generation: Utility‚ Alignment‚ Fidelity‚ Privacy‚ Diversity‚ and Beyond
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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