185 citations · 295 across the 17 of their papers we have counts for
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math.OC2014★ 24 cited
A dynamic gradient approach to Pareto optimization with nonsmooth convex objective functions
Hedy Attouch, Guillaume Garrigos, Xavier Goudou
In a general Hilbert framework, we consider continuous gradient-like dynamical systems for constrained multiobjective optimization involving non-smooth convex objective functions.…
math.OC2014★ 185 cited
Splitting methods with variable metric for KL functions
Pierre Frankel, Guillaume Garrigos, Juan Peypouquet
We study the convergence of general abstract descent methods applied to a lower semicontinuous nonconvex function f that satisfies the Kurdyka-Lojasiewicz inequality in a Hilbert s…