5 citations · 5 across the 2 of their papers we have counts for
3 papers
Fast cluster detection in networks by first-order optimization
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
Cluster detection plays a fundamental role in the analysis of data. In this paper, we focus on the use of s-defective clique models for network-based cluster detection and propose…
A unifying framework for the analysis of projection-free first-order methods under a sufficient slope condition
Francesco Rinaldi, Damiano Zeffiro
The analysis of projection-free first order methods is often complicated by the presence of different kinds of "good" and "bad" steps. In this article, we propose a unifying framew…
Active set complexity of the Away-step Frank-Wolfe Algorithm
Immanuel M. Bomze, Francesco Rinaldi, Damiano Zeffiro
In this paper, we study active set identification results for the away-step Frank-Wolfe algorithm in different settings. We first prove a local identification property that we appl…