| Online optimization with costly and noisy measurements using random Fourier expansions L Bliek, HRGW Verstraete, M Verhaegen, S Wahls IEEE transactions on neural networks and learning systems 29 (1), 167-182, 2018 | 45 | 2018 |
| Wavefront sensorless adaptive optics OCT with the DONE algorithm for in vivo human retinal imaging HRGW Verstraete, M Heisler, MJ Ju, D Wahl, L Bliek, J Kalkman, ... Biomedical optics express 8 (4), 2261-2275, 2017 | 45 | 2017 |
| High speed wavefront sensorless aberration correction in digital micromirror based confocal microscopy P Pozzi, D Wilding, O Soloviev, H Verstraete, L Bliek, G Vdovin, ... Optics Express 25 (2), 949-959, 2017 | 34 | 2017 |
| Black-box Mixed-Variable Optimisation using a Surrogate Model that Satisfies Integer Constraints L Bliek, S Verwer, M de Weerdt Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021 | 27 | 2021 |
| Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems R Karlsson, L Bliek, S Verwer, M de Weerdt Benelux Conference on Artificial Intelligence, 48-63, 2020 | 26 | 2020 |
| A Survey on Sustainable Surrogate-Based Optimisation L Bliek Sustainability 14 (7), 3867, 2022 | 17 | 2022 |
| Black-box combinatorial optimization using models with integer-valued minima L Bliek, S Verwer, M de Weerdt Annals of Mathematics and Artificial Intelligence 89 (7), 639-653, 2021 | 17 | 2021 |
| Digital twin applications in urban logistics: an overview A Abouelrous, L Bliek, Y Zhang Urban, Planning and Transport Research 11 (1), 2216768, 2023 | 14 | 2023 |
| Benchmarking surrogate-based optimisation algorithms on expensive black-box functions L Bliek, A Guijt, R Karlsson, S Verwer, M de Weerdt Applied Soft Computing, 110744, 2023 | 14* | 2023 |
| Automatic Delay Tuning of a Novel Ring Resonator-Based Photonic Beamformer for a Transmit Phased Array Antenna L Bliek, S Wahls, I Visscher, C Taddei, RB Timens, R Oldenbeuving, ... Journal of Lightwave Technology 37 (19), 4976-4984, 2019 | 12 | 2019 |
| Integrated microwave photonics for 5G C Roeloffzen, I Visscher, C Taddei, D Geskus, R Oldenbeuving, J Epping, ... CLEO: Applications and Technology, JTh3D. 2, 2018 | 12 | 2018 |
| The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search S Verwer, A Nadeem, C Hammerschmidt, L Bliek, A Al-Dujaili, ... Proceedings of the 13th ACM Workshop on Artificial Intelligence and Security …, 2020 | 11 | 2020 |
| The first AI4TSP competition: Learning to solve stochastic routing problems Y Zhang, L Bliek, P da Costa, RR Afshar, R Reijnen, T Catshoek, D Vos, ... Artificial Intelligence 319, 103918, 2023 | 7 | 2023 |
| Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks LMM Zorello, L Bliek, S Troia, T Guns, S Verwer, G Maier IEEE Transactions on Network and Service Management 19 (4), 5104-5119, 2022 | 6 | 2022 |
| A Temporal Pyramid Pooling-Based Convolutional Neural Network for Remaining Useful Life Prediction Y Song, L Bliek, T Xia, Y Zhang European Safety and Reliability Conference, 2021 | 5 | 2021 |
| Online function minimization with convex random relu expansions L Bliek, M Verhaegen, S Wahls 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 4 | 2017 |
| Data-driven minimization with random feature expansions for optical beam forming network tuning L Bliek, M Verhaegen, S Wahls IFAC-PapersOnLine 48 (25), 166-171, 2015 | 4 | 2015 |
| Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens S Teso, L Bliek, A Borghesi, M Lombardi, N Yorke-Smith, T Guns, ... arXiv preprint arXiv:2205.10157, 2022 | 2 | 2022 |
| Nonlinear System Identification and Control for Autonomous Robots L Bliek | 2 | 2013 |
| The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems L Bliek, P da Costa, RR Afshar, R Reijnen, Y Zhang, T Catshoek, D Vos, ... Artificial Intelligence, 103918, 2023 | 1 | 2023 |
Michel VerhaegenProfessor Systems and Control, Delft University of TechnologyVerified email at tudelft.nl
