MSML2025 is the fifth edition of a recently established international conference, with an emphasis on promoting the study of mathematical theory and algorithms of machine learning, as well as applications of machine learning in scientific computing and engineering disciplines. 

The conference themes include attention mechanisms, causal inference, optimization, optimal transport, and graph neural networks; other themes such as neural operators, transformers, state-space models, KANs, and general mathematics of machine learning will also be featured.