Research Interests
Machine learning, dimension reduction, high-dimensional and complex structured data
Parsimonious and efficient statistical modeling and inference
Data integration and multimodal learning
Statistical learning methods in health sciences, neuroimaging, social and environmental studiesÂ
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