Sotabase

Career

· Postdoctoral Researcher, KU Leuven2021–
· Teaching Assistant, KU Leuven2021–2024
· PhD Student, KU Leuven2017–2021

Publications (42)

DeepProbLog: Neural Probabilistic Logic Programming
BNAIC/BENELEARN · 2018
670
cited
Neural probabilistic logic programming in DeepProbLog
Artificial Intelligence · 2019
152
cited
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
International Joint Conference on Artificial Intelligence · 2020
128
cited
From statistical relational to neurosymbolic artificial intelligence: A survey
Artificial Intelligence · 2021
96
cited
DeepStochLog: Neural Stochastic Logic Programming
AAAI Conference on Artificial Intelligence · 2021
75
cited
Neuro-Symbolic = Neural + Logical + Probabilistic
NeSy@IJCAI · 2019
49
cited
Approximate Inference for Neural Probabilistic Logic Programming
International Conference on Principles of Knowledge Representation and Reasoning · 2021
31
cited
Neural Probabilistic Logic Programming in Discrete-Continuous Domains
Conference on Uncertainty in Artificial Intelligence · 2023
30
cited
Semirings for Probabilistic and Neuro-Symbolic Logic Programming
International Journal of Approximate Reasoning · 2024
10
cited
Neuro-Symbolic AI = Neural + Logical + Probabilistic AI
Neuro-Symbolic Artificial Intelligence · 2021
9
cited
Transforming Probabilistic Programs into Algebraic Circuits for Inference and Learning
2019
6
cited
DeepProbLog: Integrating Logic and Learning through Algebraic Model Counting
2019
5
cited
ULLER: A Unified Language for Learning and Reasoning
International Workshop on Neural-Symbolic Learning and Reasoning · 2024
5
cited
An Experimental Overview of Neural-Symbolic Systems
International Conference on Inductive Logic Programming · 2023
3
cited
Benchmarking in Neuro-Symbolic AI
IJCLR · 2024
2
cited
DeepGraphLog for Layered Neurosymbolic AI
arXiv.org · 2025
2
cited
Declarative Design of Neural Predicates in Neuro-Symbolic Systems
2024
1
cited
Neural Probilistic Logic Programming in Discrete-Continuous Domains: Supplementary Material
2023
ProbLog4Fairness: A Neurosymbolic Approach to Modeling and Mitigating Bias
arXiv.org · 2025
Tensorised Probabilistic Inference for Neural Probabilistic Logic Programming
2022
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Robin Manhaeve | Researcher Profile | Sotabase | Sotabase