Collaborative ensambles in sparse optimization
Published:
In this proposal, we solve a sparse optimization using collaborative methods. We bootstrap from observations and impose constraint to encourage solutions having similar locations activated (non-zeros). A diagram of the scheme is shown as follows.
Illustration of three solutions:
