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Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution2023 IEEE Transactions on Industrial Informatics article Engineering Advanced Wireless Network Optimization Open access
Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Amin Azari, Abdulrahman Alabbasi, Marina Petrova
12citations -
Scalable Method for Bayesian Experimental Design without Integrating over Posterior Distribution2025 SIAM/ASA Journal on Uncertainty Quantification article Decision Sciences Optimal Experimental Design Methods Open access
Truong‐Vinh Hoang, Luis Espath, Sebastian Krumscheid, Raul F. Tempone
0citations -
Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy Networks2026 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Reinforcement Learning in Robotics Open access
Annie Wong, Jacob de Nobel, Thomas Bäck, Aske Plaat, Anna V. Kononova
0citations -
SwarmMAP: swarm learning for decentralized cell type annotation in single cell sequencing data2026 npj Systems Biology and Applications article Biochemistry, Genetics and Molecular Biology Single-cell and spatial transcriptomics Open access
Oliver Lester Saldanha, Vivien Goepp, Hyojin Kim, Jie Fu Zhu, Rafael Kramann, Sikander Hayat, +1 more
1citations -
Deep learning-based 3D reconstruction of dentate nuclei in Friedreich’s ataxia from T2*weighted MR images2025 Machine Learning with Applications article Computer Science Medical Image Segmentation Techniques Open access
Trushal Sardhara, Ravi Dadsena, Roland Can Aydin, R.-D Hilgers, Jörg Bernhard Schulz, Kathrin Reetz, +12 more
1citations -
Quantum Circuit Discovery for Fault-Tolerant Logical State Preparation with Reinforcement Learning2025 Physical Review X article Computer Science Quantum Computing Algorithms and Architecture Open access
Remmy A. M. Zen, Jan Ollé, Luis Colmenárez, Matteo Ballerini Puviani, Markus Michael Müller, Florian Marquardt
8citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations -
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access
Denise Degen, Daniel Caviedes‐Voullième, Susanne Buiter, Harrie‐Jan Hendricks Franssen, Harry Vereecken, Ana González‐Nicolás, +1 more
39citations -
Improving the Detection of Potential Cases of Familial Hypercholesterolemia: Could Machine Learning Be Part of the Solution?2024 Journal of the American Heart Association article Medicine Lipoproteins and Cardiovascular Health Open access
Christophe A. T. Stevens, Antonio J. Vallejo‐Vaz, Joana Rita Chora, Fotios Barkas, Julia Brandts, Alireza S. Mahani, +3 more
6citations