Robin Manhaeve

Orcid: 0000-0001-9907-7486

According to our database1, Robin Manhaeve authored at least 17 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
From statistical relational to neurosymbolic artificial intelligence: A survey.
Artif. Intell., March, 2024

Semirings for probabilistic and neuro-symbolic logic programming.
Int. J. Approx. Reason., 2024

Towards a fully declarative neuro-symbolic language.
CoRR, 2024

A Bayesian Unification of Self-Supervised Clustering and Energy-Based Models.
CoRR, 2024

ULLER: A Unified Language for Learning and Reasoning.
Proceedings of the Neural-Symbolic Learning and Reasoning - 18th International Conference, 2024

2023
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training.
CoRR, 2023

Neural probabilistic logic programming in discrete-continuous domains.
Proceedings of the Uncertainty in Artificial Intelligence, 2023

An Experimental Overview of Neural-Symbolic Systems.
Proceedings of the Inductive Logic Programming - 32nd International Conference, 2023

2022
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning.
CoRR, 2022

DeepStochLog: Neural Stochastic Logic Programming.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Neuro-Symbolic AI = Neural + Logical + Probabilistic AI.
Proceedings of the Neuro-Symbolic Artificial Intelligence: The State of the Art, 2021

From Statistical Relational to Neural Symbolic Artificial Intelligence: a Survey.
CoRR, 2021

Neural probabilistic logic programming in DeepProbLog.
Artif. Intell., 2021

Approximate Inference for Neural Probabilistic Logic Programming.
Proceedings of the 18th International Conference on Principles of Knowledge Representation and Reasoning, 2021

2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019
Neuro-Symbolic = Neural + Logical + Probabilistic.
Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

2018
DeepProbLog: Neural Probabilistic Logic Programming.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018


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