Inverse Problems
Defined in 2 lectures. Each definition is in that lecture's terms.
Definitions are written by AI from each lecture’s transcript. The time opens the lecture where the lecturer explains it.
- Problems where you try to estimate underlying states or parameters from incomplete measurements, which can be posed as optimization problems.20:12Optimization: A Bootcamp for Machine Learning, Inverse Problems, and ControlSteve Brunton · University of Washington
- An inverse problem involves starting with observed data and a forward model to back out the unknown input or parameters that are most consistent with the observations.13:08Applications of Optimization in Machine Learning and EngineeringSteve Brunton · University of Washington