Persistent Homology in Sparse Regression and its Application to Brain Morphometry

Moo K. Chung, Jamie L. Hanson, Jieping Ye +2

Sparse systems are usually parameterized by a tuning parameter that determines the sparsity of the system. How to choose the right tuning parameter is a fundamental and difficult p…