Giuseppe Marra
17 papers · 2020–2026 · 6 conferences · across top CS/AI conferences
Achievements
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(14)
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(5)
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Keyword Collector
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Conferences
AAAI (5)
NIPS (4)
IJCAI (3)
ICLR (2)
UAI (2)
ICML (1)
Top co-authors
Keywords
concept bottleneck model
(3)
probabilistic logic programming
(3)
neural network
(3)
knowledge representation
(2)
stochastic logic program
(2)
concept bottleneck
(2)
logical constraint
(2)
probabilistic logic
(2)
neurosymbolic ai
(2)
logical reasoning
(2)
reinforcement learning
(2)
neuro-symbolic ai
(2)
statistical relational learning
(2)
logic rule
(2)
markov decision process
(1)
knowledge graph reasoning
(1)
relational learning
(1)
concept representation
(1)
policy gradient
(1)
concept-based explanation
(1)
Papers
DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs
AAAI 2026
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025
Relational Neurosymbolic Markov Models
AAAI 2025
Neurosymbolic Reinforcement Learning: Playing MiniHack with Probabilistic Logic Shields
AAAI 2025
Counterfactual Concept Bottleneck Models
ICLR 2025
Grounding Methods for Neural-Symbolic AI
IJCAI 2025
Interpretable Concept-Based Memory Reasoning
NIPS 2024
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
AAAI 2024
Relational Concept Bottleneck Models
NIPS 2024
Safe Reinforcement Learning via Probabilistic Logic Shields
IJCAI 2023
Neural probabilistic logic programming in discrete-continuous domains
UAI 2023
Interpretable Neural-Symbolic Concept Reasoning
ICML 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off
NIPS 2022
VAEL: Bridging Variational Autoencoders and Probabilistic Logic Programming
NIPS 2022
DeepStochLog: Neural Stochastic Logic Programming
AAAI 2022
Neural markov logic networks
UAI 2021
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
IJCAI 2020