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Consensus-based optimization for closed-box adversarial attacks and a connection to evolution strategies

Roith, Tim et al.
arXiv (All) · Papers
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68q3290c26machine-learningoptimization-and-control
Consensus-based optimization (CBO) has established itself as an efficient gradient-free optimization scheme, with attractive mathematical properties, such as mean-field convergence results for non-convex loss functions. In this work, we study CBO in the context of closed-box adversarial attacks, whi
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