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expensive optimization

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pareto set learning (3) multi-objective optimization (3) bayesian optimization (3) multi-objective bayesian optimization (2) expensive multi-objective optimization (1) pareto set (1) pareto front (1) model-based optimization (1) generative adversarial network (1) surrogate model (1)

Papers

Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2024 Pareto Set Learning for Expensive Multi-Objective Optimization NeurIPS 2022