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Céline Hocquette
Title
Cited by
Cited by
Year
Beneficial and harmful explanatory machine learning
L Ai, SH Muggleton, C Hocquette, M Gromowski, U Schmid
Machine Learning 110, 695-721, 2021
402021
Complete bottom-up predicate invention in meta-interpretive learning
C Hocquette, SH Muggleton
Proceedings of the Twenty-Ninth International Conference on International …, 2021
152021
Learning logic programs by combining programs
A Cropper, C Hocquette
ECAI, 501-508, 2022
8*2022
How much can experimental cost be reduced in active learning of agent strategies?
C Hocquette, S Muggleton
Inductive Logic Programming: 28th International Conference, ILP 2018 …, 2018
52018
Learning logic programs by discovering where not to search
A Cropper, C Hocquette
Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 6289-6296, 2023
42023
Learning programs with magic values
C Hocquette, A Cropper
Machine Learning 112 (5), 1551-1595, 2023
32023
Machine discovery of comprehensible strategies for simple games using meta-interpretive learning
SH Muggleton, C Hocquette
New Generation Computing 37, 203-217, 2019
32019
Learning MDL logic programs from noisy data
C Hocquette, A Niskanen, M Järvisalo, A Cropper
Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 10553 …, 2024
12024
Learning Logic Programs by Discovering Higher-Order Abstractions
C Hocquette, S Dumančić, A Cropper
arXiv preprint arXiv:2308.08334, 2023
12023
Relational program synthesis with numerical reasoning
C Hocquette, A Cropper
Proceedings of the AAAI Conference on Artificial Intelligence 37 (5), 6425-6433, 2023
12023
Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?
C Hocquette
IJCAI, 6441-6442, 2019
12019
Can humans teach machines to code?
C Hocquette, J Langer, A Cropper, U Schmid
arXiv preprint arXiv:2404.19397, 2024
2024
Learning big logical rules by joining small rules
C Hocquette, A Niskanen, R Morel, M Järvisalo, A Cropper
arXiv preprint arXiv:2401.16215, 2024
2024
Learning logic programs by finding minimal unsatisfiable subprograms
A Cropper, C Hocquette
arXiv preprint arXiv:2401.16383, 2024
2024
Efficient instance and hypothesis space revision in Meta-Interpretive Learning
C Hocquette
Imperial College London, 2022
2022
CP for ILP
A Cropper, C Hocquette
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Articles 1–16