Céline Hocquette

27 papers A* 9A 2B 1Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Can Humans Teach Machines to Code? AAAI Céline Hocquette, Johannes Langer, Andrew Cropper, Ute Schmid
2025	J	`jnl`	An Empirical Comparison of Cost Functions in Inductive Logic Programming. CoRR Céline Hocquette, Andrew Cropper
2025	A*	`conf`	Relational Decomposition for Program Synthesis. IJCAI Céline Hocquette, Andrew Cropper
2024	J	`jnl`	Can humans teach machines to code? CoRR Céline Hocquette, Johannes Langer, Andrew Cropper, Ute Schmid
2024	A*	`conf`	Learning Big Logical Rules by Joining Small Rules. IJCAI Céline Hocquette, Andreas Niskanen, Rolf Morel, Matti Järvisalo, Andrew Cropper
2024	A*	`conf`	Learning Logic Programs by Discovering Higher-Order Abstractions. IJCAI Céline Hocquette, Sebastijan Dumancic, Andrew Cropper
2024	A	`conf`	Learning Logic Programs by Finding Minimal Unsatisfiable Subprograms. ECAI Andrew Cropper, Céline Hocquette
2024	A*	`conf`	Learning MDL Logic Programs from Noisy Data. AAAI Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper
2024	J	`jnl`	Learning big logical rules by joining small rules. CoRR Céline Hocquette, Andreas Niskanen, Rolf Morel, Matti Järvisalo, Andrew Cropper
2024	J	`jnl`	Learning logic programs by finding minimal unsatisfiable subprograms. CoRR Andrew Cropper, Céline Hocquette
2024	J	`jnl`	Relational decomposition for program synthesis. CoRR Céline Hocquette, Andrew Cropper
2023	A	`conf`	Learning Logic Programs by Combining Programs. ECAI Andrew Cropper, Céline Hocquette
2023	J	`jnl`	Learning Logic Programs by Discovering Higher-Order Abstractions. CoRR Céline Hocquette, Sebastijan Dumancic, Andrew Cropper
2023	A*	`conf`	Learning Logic Programs by Discovering Where Not to Search. AAAI Andrew Cropper, Céline Hocquette
2023	J	`jnl`	Learning MDL logic programs from noisy data. CoRR Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper
2023	J	`jnl`	Learning programs with magic values. Mach. Learn. Céline Hocquette, Andrew Cropper
2023	A*	`conf`	Relational Program Synthesis with Numerical Reasoning. AAAI Céline Hocquette, Andrew Cropper
2022	J	`jnl`	Learning logic programs by discovering where not to search. CoRR Andrew Cropper, Céline Hocquette
2022	J	`jnl`	Learning programs with magic values. CoRR Céline Hocquette, Andrew Cropper
2022	J	`jnl`	Relational program synthesis with numerical reasoning. CoRR Céline Hocquette, Andrew Cropper
2021	J	`jnl`	Beneficial and harmful explanatory machine learning. Mach. Learn. Lun Ai, Stephen H. Muggleton, Céline Hocquette, Mark Gromowski, Ute Schmid
2020	J	`jnl`	Beneficial and Harmful Explanatory Machine Learning. CoRR Lun Ai, Stephen H. Muggleton, Céline Hocquette, Mark Gromowski, Ute Schmid
2020	A*	`conf`	Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning. IJCAI Céline Hocquette, Stephen H. Muggleton
2019	J	`jnl`	Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies? CoRR Céline Hocquette, Stephen H. Muggleton
2019	A*	`conf`	Can Meta-Interpretive Learning outperform Deep Reinforcement Learning of Evaluable Game strategies?. IJCAI Céline Hocquette
2019	J	`jnl`	Machine Discovery of Comprehensible Strategies for Simple Games Using Meta-interpretive Learning. New Gener. Comput. Stephen H. Muggleton, Céline Hocquette
2018	B	`conf`	How Much Can Experimental Cost Be Reduced in Active Learning of Agent Strategies? ILP Céline Hocquette, Stephen H. Muggleton