286 citations · 522 across the 27 of their papers we have counts for
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math.OC2014★ 1 cited
Splitting forward-backward penalty scheme for constrained variational problems
Marc-Olivier Czarnecki, Nahla Noun, Juan Peypouquet
We study a forward backward splitting algorithm that solves the variational inequality \begin{equation*} A x +\nabla Φ(x)+ N_C (x) \ni 0 \end{equation*} where is a real Hilbert…
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…