238 citations · 416 across the 9 of their papers we have counts for
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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.LG2014
Statistical inference with probabilistic graphical models
Angélique Drémeau, Christophe Schülke, Yingying Xu +1
These are notes from the lecture of Devavrat Shah given at the autumn school "Statistical Physics, Optimization, Inference, and Message-Passing Algorithms", that took place in Les…