Research Summary

My research is an interdisciplinary endeavor that spans computer vision, medical image analysis, machine learning, and optimization. My current focus is on probabilistic modeling and deep learning, and how the computational solutions that emerge in this space can enrich statistical shape analysis, subspace learning, and generative image and shape modeling. I am fascinated with the implications of advances in these fields for society and industry.