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Objectifying Machine Setup and Parameter Selection in Expert Knowledge Dependent Industries Using Invertible Neural Networks2022 Lecture notes in mechanical engineering conference-paper Computer Science Neural Networks and Applications Open access
Kai Müller, Andrés Felipe Posada-Moreno, Lukas Pelzer, Thomas Gries
1citations -
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks2024 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov
6citations -
Partially-Blind Single-Qubit Classification over a Prototype Hybrid Quantum Network2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access
Matteo Pasini, Tzula B. Propp, Janice van Dam, Garazi Muguruza Lasa, Alexandre Wanick, Hugues de Riedmatten, +1 more
0citations -
Optimising entanglement distribution policies under classical communication constraints assisted by reinforcement learning2025 Machine Learning Science and Technology article Computer Science Quantum Information and Cryptography Open access
J Li, Tim Coopmans, Patrick Emonts, Kenneth Goodenough, Jordi Tura, Evert van Nieuwenburg
1citations -
To be greedy, or not to be — That is the question for Population Based Training variants0citations
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Optimizing With Low Budgets: A Comparison on the Black-Box Optimization Benchmarking Suite and OpenAI Gym2023 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access
Elena Raponi, Nathanaël Carraz Rakotonirina, Jérémy Rapin, Carola Doerr, Olivier Teytaud
10citations -
Cross-comparison of state of the art neuromorphological simulators on modern CPUs and GPUs using the Brain Scaffold Builder2022 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Parallel Computing and Optimization Techniques Open access
Robin De Schepper, Nora Abi Akar, Thorsten Hater, B. F. B. Huisman, Egidio Ugo D'Angelo, Abigail Morrison, +1 more
2citations