"high-dimensional optimization" Papers

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B2Opt: Learning to Optimize Black-box Optimization with Little Budget

Xiaobin Li, Kai Wu, Xiaoyu Zhang et al.

AAAI 2025paperarXiv:2304.11787
22
citations

Deep Legendre Transform

Aleksey Minabutdinov, Patrick Cheridito

NEURIPS 2025arXiv:2512.19649

Neural Evolution Strategy for Black-box Pareto Set Learning

Chengyu Lu, Zhenhua Li, Xi Lin et al.

NEURIPS 2025

BOtied: Multi-objective Bayesian optimization with tied multivariate ranks

Ji Won Park, Natasa Tagasovska, Michael Maser et al.

ICML 2024arXiv:2306.00344
14
citations

Gradient Compressed Sensing: A Query-Efficient Gradient Estimator for High-Dimensional Zeroth-Order Optimization

Ruizhong Qiu, Hanghang Tong

ICML 2024arXiv:2405.16805
11
citations

Joint Composite Latent Space Bayesian Optimization

Natalie Maus, Zhiyuan Jerry Lin, Maximilian Balandat et al.

ICML 2024arXiv:2311.02213
3
citations

Sample-and-Bound for Non-convex Optimization

Yaoguang Zhai, Zhizhen Qin, Sicun Gao

AAAI 2024paperarXiv:2401.04812
1
citations

Vanilla Bayesian Optimization Performs Great in High Dimensions

Carl Hvarfner, Erik Hellsten, Luigi Nardi

ICML 2024arXiv:2402.02229
72
citations