Call for Papers

Albanian J. Math. is looking for papers with original results in all areas of  Artificial Intelligence. We welcome mathematics papers focused on mathematical aspects of AI or using AI to obtain new mathematical results. Especially we are interested in the following topics.

• Transformers and NLP

• Large Language Models

• Weight-space symmetry in deep networks 

• Equivariant Architectures for Learning in Deep Weight Spaces 

• Topological Deep Learning

• Convolutional Neural Networks

• Connections between neural networks and invariant theory

• Geometric Deep Learning

• Machine learning and automorphism groups of curves

• Using ML for superelliptic families of curves of high genus 

• Arithmetic in the moduli space: an ML approach

• Data analysis of Calabi-Yau hypersurfaces via weighted heights

• Machine learning and isogenies of abelian varieties of dimension 2 and 3

• Machine learning and toric varieties

• Machine learning and cryptography

• Support vector machines in weighted spaces

• Automated Theorem Proving

• others

People interested in any of the above or related topics should contact T. Shaska at shaskaATrisat.org