HIGHLIGHTS
- who: FLORIS VAN BREUGEL and collaborators from the of Mechanical Engineering, University of Nevada at Reno, Reno, NV, USA have published the paper: Numerical Differentiation of Noisy Data: A Unifying Multi-Objective Optimization Framework, in the Journal: (JOURNAL)
- what: The authors take a principled approach propose a multi-objective optimization framework for choosing parameters that minimize a loss function to balance the faithfulness smoothness of the derivative estimate. Where ground-truth data is unknown the authors provide a heuristic for selecting this hyper-parameter based on the power spectrum temporal resolution of the data. The . . .
If you want to have access to all the content you need to log in!
Thanks :)
If you don't have an account, you can create one here.