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Giuseppe Marra

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Towards a fully declarative neuro-symbolic language

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May 15, 2024
Tilman Hinnerichs, Robin Manhaeve, Giuseppe Marra, Sebastijan Dumancic

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Climbing the Ladder of Interpretability with Counterfactual Concept Bottleneck Models

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Feb 02, 2024
Gabriele Dominici, Pietro Barbiero, Francesco Giannini, Martin Gjoreski, Giuseppe Marra, Marc Langheinrich

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Relational Concept Based Models

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Aug 23, 2023
Pietro Barbiero, Francesco Giannini, Gabriele Ciravegna, Michelangelo Diligenti, Giuseppe Marra

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Interpretable Neural-Symbolic Concept Reasoning

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Apr 27, 2023
Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frederic Precioso, Mateja Jamnik, Giuseppe Marra

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Enhancing Embedding Representations of Biomedical Data using Logic Knowledge

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Mar 23, 2023
Michelangelo Diligenti, Francesco Giannini, Stefano Fioravanti, Caterina Graziani, Moreno Falaschi, Giuseppe Marra

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Neural Probabilistic Logic Programming in Discrete-Continuous Domains

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Mar 14, 2023
Lennert De Smet, Pedro Zuidberg Dos Martires, Robin Manhaeve, Giuseppe Marra, Angelika Kimmig, Luc De Raedt

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Safe Reinforcement Learning via Probabilistic Logic Shields

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Mar 06, 2023
Wen-Chi Yang, Giuseppe Marra, Gavin Rens, Luc De Raedt

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Concept Embedding Models

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Sep 19, 2022
Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frederic Precioso, Stefano Melacci, Adrian Weller, Pietro Lio, Mateja Jamnik

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VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming

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Feb 07, 2022
Eleonora Misino, Giuseppe Marra, Emanuele Sansone

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From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey

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Aug 25, 2021
Giuseppe Marra, Sebastijan Dumančić, Robin Manhaeve, Luc De Raedt

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