Efficient Optimization of Dominant Set Clustering with Frank-Wolfe Algorithms

Carl Johnell, Morteza Haghir Chehreghani

We study Frank-Wolfe algorithms - standard, pairwise, and away-steps - for efficient optimization of Dominant Set Clustering. We present a unified and computationally efficient fra…