Παρακολούθηση
Robin Manhaeve
Robin Manhaeve
DTAI, KU Leuven
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα cs.kuleuven.be - Αρχική σελίδα
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Deepproblog: Neural probabilistic logic programming
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
Advances in Neural Information Processing Systems 31, 3749-3759, 2018
6902018
From Statistical Relational to Neuro-Symbolic Artificial Intelligence
LD Raedt, S Dumancic, R Manhaeve, G Marra
Proceedings of the Twenty-Ninth International Joint Conference on Artificial …, 2020
1912020
Neural probabilistic logic programming in DeepProbLog
R Manhaeve, S Dumančić, A Kimmig, T Demeester, L De Raedt
Artificial Intelligence 298, 103504, 2021
1552021
DeepStochLog: Neural Stochastic Logic Programming
T Winters, G Marra, R Manhaeve, L De Raedt
arXiv preprint arXiv:2106.12574, 2021
812021
Neuro-Symbolic = Neural + Logical + Probabilistic
L De Raedt, R Manhaeve, S Dumancic, T Demeester, A Kimmig
NeSy'19@ IJCAI, the 14th International Workshop on Neural-Symbolic Learning …, 2019
712019
From Statistical Relational to Neurosymbolic Artificial Intelligence: a Survey
G Marra, S Dumančić, R Manhaeve, L De Raedt
Artificial Intelligence, 104062, 2024
592024
Approximate Inference for Neural Probabilistic Logic Programming
R Manhaeve, G Marra, L De Raedt
18th International Conference on Principles of Knowledge Representation and …, 2021
362021
Neural Probabilistic Logic Programming in Discrete-Continuous Domains
L De Smet, PZD Martires, R Manhaeve, G Marra, A Kimmig, L De Raedt
arXiv preprint arXiv:2303.04660, 2023
142023
Neuro-Symbolic AI= Neural+ Logical+ Probabilistic AI
R Manhaeve, G Marra, T Demeester, S Dumančić, A Kimmig, L De Raedt
Neuro-Symbolic Artificial Intelligence: The State of the Art, 173-191, 2021
132021
Semirings for Probabilistic and Neuro-Symbolic Logic Programming
V Derkinderen, R Manhaeve, PZ Dos Martires, L De Raedt
International Journal of Approximate Reasoning, 109130, 2024
92024
Learning Symbolic Representations Through Joint GEnerative and DIscriminative Training
E Sansone, R Manhaeve
arXiv preprint arXiv:2304.11357, 2023
72023
GEDI: GEnerative and DIscriminative Training for Self-Supervised Learning
E Sansone, R Manhaeve
arXiv preprint arXiv:2212.13425, 2022
72022
DeepProbLog: Integrating Logic and Learning through Algebraic Model Counting
R Manhaeve, S Dumancic, A Kimmig, T Demeester, L De Raedt
7*
Transforming Probabilistic Programs into Algebraic Circuits for Inference and Learning
P Zuidberg Dos Martires, V Derkinderen, R Manhaeve, W Meert, ...
62019
An Experimental Overview of Neural-Symbolic Systems
A Vermeulen, R Manhaeve, G Marra
International Conference on Inductive Logic Programming, 124-138, 2023
32023
ULLER: A Unified Language for Learning and Reasoning
E van Krieken, S Badreddine, R Manhaeve, E Giunchiglia
International Conference on Neural-Symbolic Learning and Reasoning, 219-239, 2024
22024
Benchmarking in Neuro-Symbolic AI
R Manhaeve, F Giannini, M Ali, D Azzolini, A Bizzarri, A Borghesi, ...
Proceedings of The 4th International Joint Conference on Learning & Reasoning, 2024
2024
Towards a fully declarative neuro-symbolic language
T Hinnerichs, R Manhaeve, G Marra, S Dumancic
arXiv preprint arXiv:2405.09521, 2024
2024
Unifying Self-Supervised Clustering and Energy-Based Models
E Sansone, R Manhaeve
arXiv preprint arXiv:2401.00873, 2024
2024
A Bayesian Unification of Self-Supervised Clustering and Energy-Based Models
E Sansone, R Manhaeve
arXiv preprint arXiv:2401.00873, 2023
2023
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