The Data and Predictive Analytics Center (DPAC ... regression analysis, and experimental design. He has also developed and taught a specialized course on multivariate statistics for imaging science.
As such, a very active area of research is the development of algorithms and implementation strategies that reduce the computational cost required by the MPC. Due to its formulation, Model Predictive ...
McGrath, Sean, Parth Mehta, Alexandra Zytek, Isaac Lage, and Himabindu Lakkaraju. "When Does Uncertainty Matter? Understanding the Impact of Predictive Uncertainty in ML Assisted Decision Making." ...