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

  • Optimization for data science
  • Machine learning and optimization
  • Representation learning and graph neural networks

Contact email: soledad.villar@jhu.edu

Seminars and conferences