The Automatic Computer Scientist

نویسندگان

چکیده

Algorithms are ubiquitous: they track our sleep, help us find cheap flights, and even see black holes. However, designing novel algorithms is extremely difficult, we do not have efficient for many fundamental problems. The goal of my research to accelerate algorithm discovery by building an automatic computer scientist. To work towards this goal, focuses on inductive logic programming, a form machine learning in which collaborators I demonstrated major advances automated over the past five years. In talk paper, survey these advances.

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ژورنال

عنوان ژورنال: Proceedings of the ... AAAI Conference on Artificial Intelligence

سال: 2023

ISSN: ['2159-5399', '2374-3468']

DOI: https://doi.org/10.1609/aaai.v37i13.26801