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celinehocquette/README.md

Hi there 👋 Welcome to my Github page!

My name is Céline Hocquette, I am a lecturer at the university of Southampton.

My research focuses on inductive logic programming, which is a form of program synthesis based on logic. In particular, I work on a constraint programming approach to inductive logic programming.

You can explore all my papers on my website. My repositories contain the experimental code and data used in my research. Please reach out if you have any questions!

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  1. logic-and-learning-lab/Popper logic-and-learning-lab/Popper Public

    An inductive logic programming system

    Python 215 38

  2. numsynth-aaai23 numsynth-aaai23 Public

    C. Hocquette and A. Cropper, Relational program synthesis with numerical reasoning, AAAI23.

    Prolog 14

  3. magicpopper magicpopper Public

    C. Hocquette and A. Cropper, Learning programs with magic values.

    Prolog 18 1

  4. ijcai24-joiner ijcai24-joiner Public

    C. Hocquette, A. Niskanen, R. Morel, M. Järvisalo, and A. Cropper, Learning big logical rules by joining small rules, IJCAI, 2024.

    Prolog 1 1

  5. aaai24-maxsynth aaai24-maxsynth Public

    C. Hocquette, A. Niskanen, M Järvisalo, and Andrew Cropper, Learning MDL Logic Programs From Noisy Data, AAAI24.

    Prolog 4

  6. ijcai24-stevie ijcai24-stevie Public

    Céline Hocquette , Sebastijan Dumančić, and Andrew Cropper, Learning logic programs by discovering higher-order abstractions, IJCAI 2024.

    Prolog 2 2