366 citations · 385 across the 6 of their papers we have counts for
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math.OC2018★ 4 cited
Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation
Hugo Raguet, Loïc Landrieu
We present an extension of the cut-pursuit algorithm, introduced by Landrieu and Obozinski (2017), to the graph total-variation regularization of functions with a separable nondiff…
stat.ME2018★ 11 cited
Target and Conditional Sensitivity Analysis with Emphasis on Dependence Measures
Hugo Raguet, Amandine Marrel
In the context of sensitivity analysis of complex phenomena in presence of uncertainty, we motivate and precise the idea of orienting the analysis towards a critical domain of the…