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Broximal Gradient Descent: A Projection-Free Sister of Projected Gradient Descent

Richtárik, Peter et al.
arXiv (All) · Papers
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optimization-and-control
We propose Broximal Gradient Descent (BroxGD), a projection-free sister method to projected gradient descent for constrained optimization. Its forward--backward construction replaces the proximal backward operation by the broximal operation of Gruntkowska et al. (2025). Instead of projecting, each s
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