238 citations · 416 across the 9 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
cs.LG2017
Joint Screening Tests for LASSO
C. Herzet, A. Drémeau
This paper focusses on "safe" screening techniques for the LASSO problem. Motivated by the need for low-complexity algorithms, we propose a new approach, dubbed "joint" screening t…
cs.IT2017
Phase retrieval with a multivariate Von Mises prior: from a Bayesian formulation to a lifting solution
Angelique Dremeau, Antoine Deleforge
In this paper, we investigate a new method for phase recovery when prior information on the missing phases is available. In particular, we propose to take into account this informa…