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stat.ME2023
Fast Screening Rules for Optimal Design via Quadratic Lasso Reformulation
Guillaume Sagnol, Luc Pronzato
The problems of Lasso regression and optimal design of experiments share a critical property: their optimal solutions are typically \emph{sparse}, i.e., only a small fraction of th…
stat.ME2009
Computing Optimal Designs of multiresponse Experiments reduces to Second-Order Cone Programming
Guillaume Sagnol
Elfving's Theorem is a major result in the theory of optimal experimental design, which gives a geometrical characterization of optimality. In this paper, we extend this theore…