Abstract: Minimizing sum-of-nonconvex functions is the critical respect in decentralized optimization, which is also the focus for machine learning. In this paper, we propose a decentralized conjugate ...
Abstract: Large-scale multi-objective optimization problems (LSMOPs) pose challenges to existing optimizers since a set of well-converged and diverse solutions should be found in huge search spaces.
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