Giuseppe Marra
- Neural Markov Logic Networks
2019/05/31 by Giuseppe Marra, Ondřej Kuželka, Marra, Giuseppe +1 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
- Safe Reinforcement Learning via Probabilistic Logic Shields
2023/03/06 by Wen-Chi Yang, Yang, Wen-Chi, Giuseppe Marra +5 · 6 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Formal Methods in Verification #Machine Learning (cs.LG) #Safety Systems Engineering in Autonomy
- DeepStochLog: Neural Stochastic Logic Programming
2021/06/23 by Thomas Winters, Giuseppe Marra, Winters, Thomas +5 · 3 citations
Computer Science · #68T07 #68T27 #68T37 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.3 #I.2.5 #I.2.6 #Logic in Computer Science (cs.LO) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
- Aligning Generalisation Between Humans and Machines
2024/11/23 by Filip Ilievski, Ilievski, Filip, Barbara Hammer +47 · 5 voices · 1 citation
#cs.AI
- Relational Neurosymbolic Markov Models
2024/12/17 by Lennert De Smet, De Smet, Lennert, Gabriele Venturato +5 · 1 voice · 2 citations
#cs.AI #cs.LG
- Counterfactual Concept Bottleneck Models
2024/02/02 by Gabriele Dominici, Pietro Barbiero, Dominici, Gabriele +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Relational Concept Bottleneck Models
2023/08/23 by Pietro Barbiero, Barbiero, Pietro, Francesco Giannini +7 · 2 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Bayesian Modeling and Causal Inference #Advanced Graph Neural Networks
- VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
2022/02/07 by Eleonora Misino, Giuseppe Marra, Misino, Eleonora +3 · 1 citation
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #AI-based Problem Solving and Planning
- Local Propagation in Constraint-based Neural Network
2020/02/18 by Giuseppe Marra, Marra, Giuseppe, Matteo Tiezzi +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Neural Networks and Applications
- Parallel Noising in Neural Markov Logic Networks
2026/07/21 by Peter Jung, Giuseppe Marra, Ondrej Kuzelka
#cs.LG #cs.AI