Hocquette, Céline

10 publications

IJCAI 2025 Relational Decomposition for Program Synthesis Céline Hocquette, Andrew Cropper

IJCAI 2024 Learning Big Logical Rules by Joining Small Rules Céline Hocquette, Andreas Niskanen, Rolf Morel, Matti Järvisalo, Andrew Cropper

IJCAI 2024 Learning Logic Programs by Discovering Higher-Order Abstractions Céline Hocquette, Sebastijan Dumancic, Andrew Cropper

AAAI 2024 Learning MDL Logic Programs from Noisy Data Céline Hocquette, Andreas Niskanen, Matti Järvisalo, Andrew Cropper

AAAI 2023 Learning Logic Programs by Discovering Where Not to Search Andrew Cropper, Céline Hocquette

MLJ 2023 Learning Programs with Magic Values Céline Hocquette, Andrew Cropper

AAAI 2023 Relational Program Synthesis with Numerical Reasoning Céline Hocquette, Andrew Cropper

MLJ 2021 Beneficial and Harmful Explanatory Machine Learning Lun Ai, Stephen H. Muggleton, Céline Hocquette, Mark Gromowski, Ute Schmid

IJCAI 2020 Complete Bottom-up Predicate Invention in Meta-Interpretive Learning Céline Hocquette, Stephen H. Muggleton

IJCAI 2019 Can Meta-Interpretive Learning Outperform Deep Reinforcement Learning of Evaluable Game Strategies? Céline Hocquette