most citedBONSAI: Structure-exploiting robust Bayesian optimization for networked black-box systems under uncertainty

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stat.ML2025

Multi-Objective Bayesian Optimization for Networked Black-Box Systems: A Path to Greener Profits and Smarter Designs

Akshay Kudva, Wei-Ting Tang, Joel A. Paulson

Designing modern industrial systems requires balancing several competing objectives, such as profitability, resilience, and sustainability, while accounting for complex interaction…