Papers matching “computational models of learning” 389
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The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access
Thalea Schlender, Markus Viljanen, Jan N. van Rijn, Felix Mohr, Willie J.G.M. Peijnenburg, Holger H. Hoos, +2 more
43citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
2citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
3citations -
Transfer Learning of Surrogate Models: Integrating Domain Warping and Affine Transformations2025 arXiv (Cornell University) preprint Computer Science Advanced Multi-Objective Optimization Algorithms Open access
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
0citations -
Transfer Learning of Surrogate Models via Domain Affine Transformation Across Synthetic and Real-World Benchmarks2025 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms
Shuaiqun Pan, Diederick Vermetten, Manuel López‐Ibáñez, Thomas Bäck, Hao Wang
1citations -
Transfer of Reinforcement Learning-Based Powertrain Controllers From Model- to Hardware-in-the-Loop2025 IEEE Transactions on Vehicular Technology article Computer Science Reinforcement Learning in Robotics
Mario Picerno, Lucas Koch, Kevin Badalian, Marius Wegener, Joschka Schaub, Charles Robert Koch, +1 more
4citations -
Explainability of a Deep Learning Based Classification Model for ANCA-Associated Glomerulonephritis2022 Journal of the American Society of Nephrology article Computer Science Explainable Artificial Intelligence (XAI)
Maria A.C. Wester Trejo, Maryam Sadeghi, Shivam Singh, Andreas Kronbichler, Vladimı́r Tesař, Xavier Puéchal, +1 more
0citations -
Application of quantum-inspired generative models to small molecular datasets2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Computational Drug Discovery Methods Open access
Charles Moussa, Hao Wang, Mauricio Araya‐Polo, Thomas Bäck, Vedran Dunjko
9citations -
DrugEx: Deep Learning Models and Tools for Exploration of Drug-Like Chemical Space2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access
Martin Šícho, Sohvi Luukkonen, Helle W. van den Maagdenberg, Linde Schoenmaker, Olivier J. M. Béquignon, Gerard J. P. van Westen
42citations -
Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis2024 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access
Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, +5 more
4citations -
A Simulation Study to Compare the Predictive Performance of Survival Neural Networks with Cox Models for Clinical Trial Data2021 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Elia Mario Biganzoli, Hein Putter, Marta F. Fiocco
19citations