conftrace_

multi-objective bayesian optimization

10 papers

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Also known as

MOBO

Co-occurring keywords · papers mentioning both

multi-objective optimization (6) bayesian optimization (6) acquisition function (5) pareto optimization (2) pareto set learning (2) expensive optimization (2) pareto front (2) gaussian process (2) local multi-gradient descent (1) preference-dominated utility (1)

Papers

Parametric Pareto Set Learning for Expensive Multi-Objective Optimization AAAI 2026 A Trajectory-Based Bayesian Approach to Multi-Objective Hyperparameter Optimization with Epoch-Aware Trade-Offs UAI 2025 Expected Hypervolume Improvement Is a Particular Hypervolume Improvement AAAI 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization 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 NeurIPS 2023 Joint Entropy Search for Multi-Objective Bayesian Optimization NeurIPS 2022 Pareto Set Learning for Expensive Multi-Objective Optimization NeurIPS 2022 The Kalai-Smorodinsky solution for many-objective Bayesian optimization JMLR 2020