Research Interests
Machine learning, dimension reduction, data embedding
High-dimensional and complex structured data
Data integration and multimodal learning
Parsimonious and efficient statistical modeling and inference
Statistical learning and AI methods in health informatics, neuroimaging, social and environmental studies
Funding
Principal Investigator, NSF DMS Statistics, 2024-2027
Key Personnel, CTR ACCEL, NIH U54 GM104941, 2023-2028
Co-Principal Investigator, NSF DMS Statistics, 2019-2023
Senior Personnel, NSF OIA EPSCoR RII Track I, 2018-2023
Principal Investigator, ACCEL ShoRe Grant, DE-CTR/NIH U54 GM104941, 2017-2018
Co-Principal Investigator, CTR ACCEL (Year 5), Delaware Economic Development Office, 2017-2018
Principal Investigator, General University Research, University of Delaware, 2016-2018