Laurens Bliek

ORCID

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 21

Top Venues

CoRR

GECCO Companion

IEEE Trans. Netw. Serv. Manag.

MLSP

Delft University of Technology, Netherlands (PHD)

Education History

Delft University of Technology, Netherlands

PHD

Publications

Yingqian Zhang, Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Robbert Reijnen, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
The first AI4TSP competition: Learning to solve stochastic routing problems. Artif. Intell. 319 (2023)
Ya Song, Laurens Bliek, Yingqian Zhang
Revisit the Algorithm Selection Problem for TSP with Spatial Information Enhanced Graph Neural Networks. CoRR (2023)
Abdo Abouelrous, Laurens Bliek, Yingqian Zhang
Digital Twin Applications in Urban Logistics: An Overview. CoRR (2023)
Laurens Bliek, Arthur Guijt, Rickard Karlsson, Sicco Verwer, Mathijs de Weerdt
Benchmarking surrogate-based optimisation algorithms on expensive black-box functions. Appl. Soft Comput. 147 (2023)
Stefano Teso, Laurens Bliek, Andrea Borghesi, Michele Lombardi, Neil Yorke-Smith, Tias Guns, Andrea Passerini
Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying Lens. CoRR (2022)
Remco Coppens, Robbert Reijnen, Yingqian Zhang, Laurens Bliek, Berend Steenhuisen
Learning Adaptive Evolutionary Computation for Solving Multi-Objective Optimization Problems. CoRR (2022)
Ligia Maria Moreira Zorello, Laurens Bliek, Sebastian Troia, Tias Guns, Sicco Verwer, Guido Maier
Baseband-Function Placement With Multi-Task Traffic Prediction for 5G Radio Access Networks. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Laurens Bliek, Paulo da Costa, Reza Refaei Afshar, Yingqian Zhang, Tom Catshoek, Daniël Vos, Sicco Verwer, Fynn Schmitt-Ulms, André Hottung, Tapan Shah, Meinolf Sellmann, Kevin Tierney, Carl Perreault-Lafleur, Caroline Leboeuf, Federico Bobbio, Justine Pepin, Warley Almeida Silva, Ricardo Gama, Hugo L. Fernandes, Martin Zaefferer, Manuel López-Ibáñez, Ekhine Irurozki
The First AI4TSP Competition: Learning to Solve Stochastic Routing Problems. CoRR (2022)
Laurens Bliek, Arthur Guijt, Rickard Karlsson
Hospital simulation model optimisation with a random ReLU expansion surrogate model. GECCO Companion (2021)
Laurens Bliek, Arthur Guijt, Rickard Karlsson, Sicco Verwer, Mathijs de Weerdt
EXPObench: Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions. CoRR (2021)
Laurens Bliek, Arthur Guijt, Sicco Verwer, Mathijs de Weerdt
Black-box mixed-variable optimisation using a surrogate model that satisfies integer constraints. GECCO Companion (2021)
Wouter Kool, Laurens Bliek, Danilo Numeroso, Yingqian Zhang, Tom Catshoek, Kevin Tierney, Thibaut Vidal, Joaquim A. S. Gromicho
The EURO Meets NeurIPS 2022 Vehicle Routing Competition. NeurIPS (Competition and Demos) (2021)
Laurens Bliek, Sicco Verwer, Mathijs de Weerdt
Black-box combinatorial optimization using models with integer-valued minima. Ann. Math. Artif. Intell. 89 (7) (2021)
Rickard Karlsson, Laurens Bliek, Sicco Verwer, Mathijs de Weerdt
Continuous surrogate-based optimization algorithms are well-suited for expensive discrete problems. CoRR (2020)
Laurens Bliek, Sicco Verwer, Mathijs de Weerdt
Black-box Mixed-Variable Optimisation using a Surrogate Model that Satisfies Integer Constraints. CoRR (2020)
Rickard Karlsson, Laurens Bliek, Sicco Verwer, Mathijs de Weerdt
Continuous Surrogate-Based Optimization Algorithms Are Well-Suited for Expensive Discrete Problems. BNAIC/BENELEARN (Selected Papers) (2020)
Sicco Verwer, Azqa Nadeem, Christian A. Hammerschmidt, Laurens Bliek, Abdullah Al-Dujaili, Una-May O'Reilly
The Robust Malware Detection Challenge and Greedy Random Accelerated Multi-Bit Search. AISec@CCS (2020)
Laurens Bliek, Sicco Verwer, Mathijs de Weerdt
Black-box Combinatorial Optimization using Models with Integer-valued Minima. CoRR (2019)
Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen, Sander Wahls
Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions. IEEE Trans. Neural Networks Learn. Syst. 29 (1) (2018)
Laurens Bliek, Michel Verhaegen, Sander Wahls
Online function minimization with convex random relu expansions. MLSP (2017)
Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen, Sander Wahls
Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions. CoRR (2016)
Laurens Bliek
Universal Approximation Using Randomly Local Linear Models. CoRR (2013)
Laurens Bliek
Exploration and Exploitation in Visuomotor Prediction of Autonomous Agents. CoRR (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Laurens Bliek