Krishnaswamy Lab develops foundational mathematical machine learning and deep learning methods for high-dimensional biomedical data. The group focuses on geometric deep learning, data geometry, and topology to study complex manifolds and representations. Its research includes graph-based embeddings, multiscale graph signal processing, and optimal