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Researcher
Giuseppe Marra
- Disciplines:Knowledge representation and reasoning, Machine learning and decision making
Affiliations
- Declarative Languages and Artificial Intelligence (DTAI) (Division)
Member
From1 Aug 2020 → 30 Sep 2022 - Informatics Section (Division)
Member
From1 Feb 2020 → 4 Aug 2020
Projects
1 - 5 of 5
- Learning with Multiple RepresentationsFrom1 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Concept-based interfaces for neuro-symbolic AIFrom1 Sep 2023 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Statistical Relational LearningFrom1 Oct 2022 → TodayFunding: BOF - projects
- Statistical relational Artificial Intelligence and Automated Data ScienceFrom1 Jan 2022 → TodayFunding: Own budget, for example: patrimony, inscription fees, gifts
- Deep Statistical Relational LearningFrom1 Oct 2021 → 30 Sep 2022Funding: FWO junior postdoctoral fellowship
Publications
1 - 10 of 18
- From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey(2024)
Authors: Giuseppe Marra, Robin Manhaeve, Luc De Raedt
- Safe Reinforcement learning via Probabilistic Logic Shields(2023)
Authors: Wen-Chi Yang, Giuseppe Marra, Luc De Raedt
Pages: 5739 - 5749 - T-norms driven loss functions for machine learning(2023)
Authors: Giuseppe Marra
Pages: 18775 - 18789 - Safe Reinforcement Learning via Probabilistic Logic Shields(2023)
Authors: Giuseppe Marra, Luc De Raedt
Pages: 428 - 429 - VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming(2023)
Authors: Giuseppe Marra
Pages: 434 - 435 - Interpretable Neural-Symbolic Concept Reasoning(2023)
Authors: Giuseppe Marra
Pages: 1801 - 1825 - VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming(2023)
Authors: Giuseppe Marra, Emanuele Sansone
Pages: 4667 - 4679 - Interpretable Neural-Symbolic Concept Reasoning(2023)
Authors: Giuseppe Marra
Pages: 422 - 423 - DeepStochLog: Neural Stochastic Logic Programming(2022)
Authors: Thomas Winters, Giuseppe Marra, Robin Manhaeve, Luc De Raedt
Pages: 10090 - 10100 - Deep Lagrangian Constraint-based Propagation in Graph Neural Networks(2022)
Authors: Giuseppe Marra
Pages: 727 - 739