Thomas Bäck
Universiteit Leiden
H-index: 66
Europe-Netherlands
Top articles of Thomas Bäck
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Solving Deep Reinforcement Learning Benchmarks with Linear Policy Networks | arXiv preprint arXiv:2402.06912 | Annie Wong Jacob de Nobel Thomas Bäck Aske Plaat Anna V Kononova | 2024/2/10 |
Method Development for the Prediction of Melt Quality in the Extrusion Process | Polymers | Dorte Trienens Volker Schöppner Peter Krause Thomas Bäck Seraphin Tsi-Nda Lontsi | 2024/4/25 |
Enhancing Plausibility Evaluation for Generated Designs with Denoising Autoencoder | arXiv preprint arXiv:2403.05352 | Jiajie Fan Amal Trigui Thomas Bäck Hao Wang | 2024/3/8 |
A Functional Analysis Approach to Symbolic Regression | arXiv preprint arXiv:2402.06299 | Kirill Antonov Roman Kalkreuth Kaifeng Yang Thomas Bäck Niki van Stein | 2024/2/9 |
Empirical Analysis of the Dynamic Binary Value Problem with IOHprofiler | arXiv preprint arXiv:2404.15837 | Diederick Vermetten Johannes Lengler Dimitri Rusin Thomas Bäck Carola Doerr | 2024/4/24 |
Learning to select the recombination operator for derivative-free optimization | Science China Mathematics | Haotian Zhang Jianyong Sun Thomas Bäck Zongben Xu | 2024/2/22 |
Biophysics-inspired spike rate adaptation for computationally efficient phenomenological nerve modeling | Hearing Research | Jacob de Nobel Savine SM Martens Jeroen J Briaire Thomas HW Bäck Anna V Kononova | 2024/4/24 |
Large-scale Benchmarking of Metaphor-based Optimization Heuristics | arXiv preprint arXiv:2402.09800 | Diederick Vermetten Carola Doerr Hao Wang Anna V Kononova Thomas Bäck | 2024/2/15 |
Angling for Causality behind Security: Natural Causes of Armed Conflict in Iraq | Ninoslav Malekovic Maarten Vonk Laura Birkman Tim Sweijs Anna Kononova | 2024/2/9 | |
Iohexperimenter: Benchmarking platform for iterative optimization heuristics | Evolutionary Computation | Jacob de Nobel Furong Ye Diederick Vermetten Hao Wang Carola Doerr | 2024/2/15 |
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification | arXiv preprint arXiv:2402.01343 | Qi Huang Wei Chen Thomas Bäck Niki van Stein | 2024/2/2 |
Reinforcement learning assisted recursive qaoa | EPJ Quantum Technology | Yash J Patel Sofiene Jerbi Thomas Bäck Vedran Dunjko | 2024/12 |
Parallel multi-objective optimization for expensive and inexpensive objectives and constraints | Swarm and Evolutionary Computation | Roy de Winter Bas Milatz Julian Blank Niki van Stein Thomas Bäck | 2024/4/1 |
Impact of spatial transformations on landscape features of CEC2022 basic benchmark problems | arXiv preprint arXiv:2402.07654 | Haoran Yin Diederick Vermetten Furong Ye Thomas HW Bäck Anna V Kononova | 2024/2/12 |
Hyperparameter importance and optimization of quantum neural networks across small datasets | Machine Learning | Charles Moussa Yash J Patel Vedran Dunjko Thomas Bäck Jan N van Rijn | 2024/4 |
Automated machine learning: past, present and future | Artificial Intelligence Review | Mitra Baratchi Can Wang Steffen Limmer Jan N van Rijn Holger Hoos | 2024/5 |
Explainable Benchmarking for Iterative Optimization Heuristics | Niki van Stein Diederick Vermetten Anna V. Kononova Thomas Bäck | 2024/1/2 | |
What Performance Indicators to Use for Self-Adaptation in Multi-Objective Evolutionary Algorithms | arXiv preprint arXiv:2303.04611 | Furong Ye Frank Neumann Jacob de Nobel Aneta Neumann Thomas Bäck | 2023/3/8 |
On the Noise Scheduling for Generating Plausible Designs with Diffusion Models | arXiv preprint arXiv:2311.11207 | Jiajie Fan Laure Vuaille Thomas Bäck Hao Wang | 2023/11/19 |
Optimizing stimulus energy for cochlear implants with a machine learning model of the auditory nerve | Hearing Research | Jacob de Nobel Anna V Kononova Jeroen J Briaire Johan HM Frijns Thomas HW Bäck | 2023/5/1 |
Co-Authors
