Special Issues
Inaugural Special Issue on the Mathematics of Artificial Intelligence
The journal invites submissions for its inaugural special issue.
This special issue highlights recent advances in the mathematical foundations of artificial intelligence, and promotes research that combines mathematical depth with modern computational and data-driven methods. Submissions are expected to present rigorous theoretical contributions, or to develop new mathematical frameworks motivated by problems in artificial intelligence.
Topics
Topics include, but are not limited to:
- machine learning theory and generalisation;
- optimisation methods in learning;
- probabilistic and statistical foundations of AI;
- geometric and topological methods in data analysis and learning;
- symbolic and algebraic approaches to artificial intelligence;
- computational complexity of learning algorithms;
- mathematical aspects of neural networks and deep learning;
- AI methods for mathematical discovery.
Submissions in core areas of mathematics with clear relevance to artificial intelligence are also encouraged.
How to submit
Submit through the journal's editorial system and choose the special issue on the submission form. Papers are refereed to the same standard as regular submissions; the issue will consist of a limited number of selected articles.
Dates
- Submission deadline: to be announced
- First decision: to be announced
- Publication: to be announced
Proposing a special issue
Proposals for future special issues are welcome. Prospective guest editors should write to the Editor-in-Chief with a topic, a rationale, and an indication of the likely contributors.
