"global optimization" Papers

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Convex Relaxations of ReLU Neural Networks Approximate Global Optima in Polynomial Time

Sungyoon Kim, Mert Pilanci

ICML 2024spotlight

Cumulative Regret Analysis of the Piyavskii–Shubert Algorithm and Its Variants for Global Optimization

Kaan Gokcesu, Hakan Gökcesu

AAAI 2024paperarXiv:2108.10859
10
citations

Sample-and-Bound for Non-convex Optimization

Yaoguang Zhai, Zhizhen Qin, Sicun Gao

AAAI 2024paperarXiv:2401.04812
1
citations