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Researcher
Jixiang Qing
- Keywords:Bayesian Optimization, Active Learning
- Disciplines:Modelling and simulation, Modelling not elsewhere classified
Affiliations
- Department of Information technology (Department)
Member
From2 Jul 2019 → Today
Publications
1 - 8 of 8
- A robust multi-objective Bayesian optimization framework considering input uncertainty(2023)
Authors: Jixiang Qing, Ivo Couckuyt, Tom Dhaene
Pages: 693 - 711 - {PF}²ES : parallel feasible pareto frontier entropy search for multi-objective Bayesian optimization(2023)Volume: 206
Authors: Jixiang Qing, Henry B. Moss, Tom Dhaene, Ivo Couckuyt
Pages: 2565 - 2588 - Spectral representation of robustness measures for optimization under input uncertainty(2022)
Authors: Jixiang Qing, Tom Dhaene, Ivo Couckuyt
Number of pages: 1 - A robust Bayesian optimization framework for microwave circuit design under uncertainty(2022)
Authors: Duygu De Witte, Jixiang Qing, Ivo Couckuyt, Tom Dhaene, Dries Vande Ginste, Domenico Spina
- Adaptive sampling with automatic stopping for feasible region identification in engineering design(2022)
Authors: Jixiang Qing, Nicolas Knudde, Federico Garbuglia, Domenico Spina, Ivo Couckuyt, Tom Dhaene
Pages: 1955 - 1972 - Bayesian active learning for multi-objective feasible region identification in microwave devices(2021)
Authors: Federico Garbuglia, Jixiang Qing, Nicolas Knudde, Domenico Spina, Ivo Couckuyt, Dirk Deschrijver, Tom Dhaene
Pages: 400 - 403 - Bayesian active learning for electromagnetic structure design(2020)
Authors: Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Domenico Spina, Tom Dhaene
Number of pages: 1 - Batch Bayesian active learning for feasible region identification by local penalization(2020)
Authors: Jixiang Qing, Nicolas Knudde, Ivo Couckuyt, Tom Dhaene, Kohei Shintani
Pages: 2779 - 2790