conftrace_

multi-objective bayesian optimization

9 papers

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Also known as

MOBO

Co-occurring keywords

bayesian optimization (624) multi-objective optimization (364) acquisition function (129) pareto optimization (78) pareto set learning (6) expensive optimization (3) pareto front (63) gaussian process (1200) kalai-smorodinsky solution (1) many-objective optimization (6)

Papers

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2026
User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization AAAI 2025
Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025
Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025
{PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023
Sample-efficient Multi-objective Molecular Optimization with GFlowNets NIPS 2023
Pareto Set Learning for Expensive Multi-Objective Optimization NIPS 2022
Joint Entropy Search for Multi-Objective Bayesian Optimization NIPS 2022
The Kalai-Smorodinsky solution for many-objective Bayesian optimization JMLR 2020