An inexact projected-gradient framework for GWOT with a verifiable feasibility-residual condition that proves subsequential and full-sequence convergence to stationary points under a mild tolerance decay.
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A new problem-parameter-free algorithm with nonmonotone line search and extrapolation achieves convergence for composite optimization beyond global Lipschitz gradient continuity under the Kurdyka-Łojasiewicz property without requiring bounded iterates.
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A Provably Convergent and Practical Algorithm for Gromov--Wasserstein Optimal Transport
An inexact projected-gradient framework for GWOT with a verifiable feasibility-residual condition that proves subsequential and full-sequence convergence to stationary points under a mild tolerance decay.
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A nonmonotone extrapolated proximal gradient-subgradient algorithm beyond global Lipschitz gradient continuity
A new problem-parameter-free algorithm with nonmonotone line search and extrapolation achieves convergence for composite optimization beyond global Lipschitz gradient continuity under the Kurdyka-Łojasiewicz property without requiring bounded iterates.