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20232026
most citedDistributed Evolution Strategies with Multi-Level Learning for Large-Scale Black-Box Optimization

8 citations · 9 across the 7 of their papers we have counts for

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cs.LG2026

Learning to Design Convex Relaxations for Nonconvex Optimization

Jinrun Liu, Bai Yan, Tengfei Liu +5

Convex relaxations make nonconvex optimization tractable by replacing hard nonconvex problems with convex surrogates that give valid bounds. Yet their design is still largely manua…