| Constrained efficient global optimization of expensive black-box functions W Xu, Y Jiang, B Svetozarevic, C Jones International Conference on Machine Learning, 38485-38498, 2023 | 34 | 2023 |
| VABO: Violation-Aware Bayesian Optimization for closed-loop control performance optimization with unmodeled constraints W Xu, CN Jones, B Svetozarevic, CR Laughman, A Chakrabarty 2022 American Control Conference (ACC), 5288-5293, 2022 | 30 | 2022 |
| A Probabilistic Approach for Demand-Aware Ride-Sharing Optimization Q Lin, W Xu, M Chen, X Lin the Twentieth ACM International Symposium on Mobile Ad Hoc Networking and …, 2019 | 25 | 2019 |
| Recurrent neural networks are universal approximators with stochastic inputs X Chen, Y Tao, W Xu, SST Yau IEEE Transactions on Neural Networks and Learning Systems 34 (10), 7992-8006, 2022 | 15 | 2022 |
| Data-driven adaptive building thermal controller tuning with constraints: A primal–dual contextual Bayesian optimization approach W Xu, B Svetozarevic, L Di Natale, P Heer, CN Jones Applied Energy 358, 122493, 2024 | 10 | 2024 |
| Lower bounds on the worst-case complexity of efficient global optimization W Xu, Y Jiang, ET Maddalena, CN Jones arXiv preprint arXiv:2209.09655, 2022 | 10 | 2022 |
| Optimizing two-truck platooning with deadlines W Xu, T Cui, M Chen IEEE Transactions on Intelligent Transportation Systems 24 (1), 694-705, 2022 | 9 | 2022 |
| Violation-aware contextual Bayesian optimization for controller performance optimization with unmodeled constraints W Xu, CN Jones, B Svetozarevic, CR Laughman, A Chakrabarty Journal of Process Control 138, 103212, 2024 | 8 | 2024 |
| Ride the tide of traffic conditions: Opportunistic driving improves energy efficiency of timely truck transportation W Xu, Q Liu, M Chen, H Zeng Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019 | 7 | 2019 |
| On the classification and false alarm of invalid prefixes in RPKI based BGP route origin validation W Xu, D Chang, X Li 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2019 | 7 | 2019 |
| Principled preferential bayesian optimization W Xu, W Wang, Y Jiang, B Svetozarevic, CN Jones arXiv preprint arXiv:2402.05367, 2024 | 6 | 2024 |
| CONFIG: Constrained efficient global optimization for closed-loop control system optimization with unmodeled constraints W Xu, Y Jiang, B Svetozarevic, P Heer, CN Jones IFAC-PapersOnLine 56 (2), 513-518, 2023 | 6 | 2023 |
| Ride the tide of traffic conditions: Opportunistic driving improves energy efficiency of timely truck transportation W Xu, Q Liu, M Chen, H Zeng IEEE Transactions on Intelligent Transportation Systems 24 (5), 4777-4793, 2023 | 5 | 2023 |
| Bayesian optimization of expensive nested grey-box functions W Xu, Y Jiang, B Svetozarevic, CN Jones arXiv preprint arXiv:2306.05150, 2023 | 3 | 2023 |
| Multi-Agent Bayesian Optimization with Coupled Black-Box and Affine Constraints W Xu, Y Jiang, B Svetozarevic, CN Jones arXiv preprint arXiv:2310.00962, 2023 | 2 | 2023 |
| Minimizing Emission for Timely Truck Transportation with Adaptive Fuel Injection R Zhou, Q Liu, W Xu, M Chen, H Zeng Proceedings of the 7th ACM International Conference on Systems for Energy …, 2020 | 2 | 2020 |
| Path and Speed Planning Online Platform for Energy-Efficient Timely Truck Transportation Y Long, Z Wu, H Liu, T Cui, W Xu, M Chen Proceedings of the 6th ACM International Conference on Systems for Energy …, 2019 | 2 | 2019 |
| Principled bayesian optimisation in collaboration with human experts W Xu, M Adachi, CN Jones, MA Osborne arXiv preprint arXiv:2410.10452, 2024 | 1 | 2024 |
| Opportunistic driving: A critical design space for reducing fuel consumption of timely long-haul truck transportation W Xu, Q Liu, M Chen, H Zeng Proceedings of the Tenth ACM International Conference on Future Energy …, 2019 | 1 | 2019 |
| Learning to maximize the social welfare from preference feedback A Bergerault, W Xu, M Kamgarpour | | 2024 |
Colin JonesAssociate Professor of Engineering, École Polytechnique Fédérale de Lausanne (EPFL)Verificeret mail på epfl.ch