I am an Assistant Professor at the Department of Applied Mathematics & Statistics, and Mathematical Institute for Data Science at Johns Hopkins University.
Broadly, I am interested in computational methods for extracting information from data. In particular I am interested in
- Representation learning and graph neural networks
- Equivariant machine learning
- Data science and optimization
Contact email: soledad.villar@jhu.edu