7 citations · 10 across the 5 of their papers we have counts for
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math.OC2018
Frank-Wolfe Splitting via Augmented Lagrangian Method
Gauthier Gidel, Fabian Pedregosa, Simon Lacoste-Julien
Minimizing a function over an intersection of convex sets is an important task in optimization that is often much more challenging than minimizing it over each individual constrain…
math.OC2018
Adaptive Three Operator Splitting
Fabian Pedregosa, Gauthier Gidel
We propose and analyze an adaptive step-size variant of the Davis-Yin three operator splitting. This method can solve optimization problems composed by a sum of a smooth term for w…