向日葵视频

Dr. Gregory Ongie向日葵视频

Cudahy Hall, 367

MilwaukeeWI53201United States of America(414) 288-5223gregory.ongie@marquette.edu

Assistant Professor

Department of Mathematical and Statistical Sciences

Courses Taught

• Differential Equations for Biomedical and Civil Engineers
• Theory of Optimization

Research Interests

• Mathematics of deep learning
• Applied algebraic geometry in data science and machine learning
• Machine learning for medical image reconstruction
• Optimization in computational imaging

Publications

• , D. Gilton, G. Ongie, R. Willett. IEEE Transactions on Computational Imaging (2021).
• . G. Ongie, L. Balzano, D. Pimentel, R. Willett, R. Nowak. SIAM Journal on Mathematics of Data Science (2021).
• , G. Ongie, R. Willett, D. Soudry, N. Srebro, Proceedings of ICLR (2020).
• , D. Gilton, G. Ongie, R. Willett, IEEE Transactions on Computational Imaging (2019).
• , G. Ongie, R. Willett, R. Nowak, L. Balzano, Proceedings of ICML (2017).
• , G. Ongie, M. Jacob, SIAM Journal on Imaging Sciences (2016).