Institution/Organization: Arizona State University
Department: School of Mathematical and Statistical Sciences
Academic Status: Postdoc
What conference theme areas are you interested in:
Artificial Intelligence (AI) and Machine Learning (ML) for science and engineering
Applications in science, engineering, and industry
Inverse problems, optimization, and uncertainty quantification
Interests:
My research is driven by the quest for better models and tools for image and data understanding. At different levels of abstraction, I would like to contribute to a diverse spectrum of mathematical questions and challenges related to image reconstruction, data science, and medical imaging, that all have useful applications in the development of the science, technology, and society. Moreover, recently I noticed that many machine learning tasks and challenges have a very similar structure to inverse problems, such as matrix completion, classification, clustering, and segmentation.
Non-Work Related Activities/Interests:
None