AAAI Paper "bayesian optimization" Papers

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Conference

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Constrained Bayesian Optimization under Partial Observations: Balanced Improvements and Provable Convergence

Shengbo Wang, Ke Li

AAAI 2024paperarXiv:2312.03212
19
citations

Domain Invariant Learning for Gaussian Processes and Bayesian Exploration

Xilong Zhao, Siyuan Bian, Yaoyun Zhang et al.

AAAI 2024paperarXiv:2312.11318
2
citations

Kernelized Normalizing Constant Estimation: Bridging Bayesian Quadrature and Bayesian Optimization

Xu Cai, Jonathan Scarlett

AAAI 2024paperarXiv:2401.05716

Multi-Objective Bayesian Optimization with Active Preference Learning

Ryota Ozaki, Kazuki Ishikawa, Youhei Kanzaki et al.

AAAI 2024paperarXiv:2311.13460
14
citations

Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization

Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa

AAAI 2024paperarXiv:2406.08799
9
citations