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Martijn Oldenhof
Martijn Oldenhof
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ChemGrapher: optical graph recognition of chemical compounds by deep learning
M Oldenhof, A Arany, Y Moreau, J Simm
Journal of chemical information and modeling 60 (10), 4506-4517, 2020
552020
Melloddy: Cross-pharma federated learning at unprecedented scale unlocks benefits in qsar without compromising proprietary information
W Heyndrickx, L Mervin, T Morawietz, N Sturm, L Friedrich, A Zalewski, ...
Journal of chemical information and modeling, 2023
252023
Industry-scale orchestrated federated learning for drug discovery
M Oldenhof, G Ács, B Pejó, A Schuffenhauer, N Holway, N Sturm, ...
Proceedings of the AAAI Conference on Artificial Intelligence 37 (13), 15576 …, 2023
222023
SparseChem: Fast and accurate machine learning model for small molecules
A Arany, J Simm, M Oldenhof, Y Moreau
arXiv preprint arXiv:2203.04676, 2022
72022
Conformal efficiency as a metric for comparative model assessment befitting federated learning
W Heyndrickx, A Arany, J Simm, A Pentina, N Sturm, L Humbeck, L Mervin, ...
Artificial Intelligence in the Life Sciences 3, 100070, 2023
62023
Self-labeling of fully mediating representations by graph alignment
M Oldenhof, A Arany, Y Moreau, J Simm
Artificial Intelligence and Machine Learning: 33rd Benelux Conference on …, 2022
32022
An improvement of quantum parametric methods by using SGSA parameterization technique and new elementary parametric functionals
M Sanchez, M Oldenhof, JA Freitez, KC Mundim, F Ruette
International Journal of Quantum Chemistry 110 (3), 755-764, 2010
32010
Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection
M Oldenhof, A Arany, Y Moreau, E De Brouwer
The Eleventh International Conference on Learning Representations, 2023
22023
Atom-Level Optical Chemical Structure Recognition with Limited Supervision
M Oldenhof, E De Brouwer, A Arany, Y Moreau
arXiv preprint arXiv:2404.01743, 2024
2024
Updating Object Detection Models with Probabilistic Programming
M Oldenhof, Á Arany, Y Moreau, E De Brouwer
ICML workshop - UpML, 2022
2022
Integración de interfaces web con el portal grid GENIUS
M Oldenhof, C Mendoza
Memorias del Congreso Latinoamericano de Computación de Alto Rendimiento …, 2007
2007
Developments in quantum parametric methods using parameterization techniques and new functionals and applications
F Ruette, M Sánchez, M Oldenhof, JA Freitez, KC Mundim
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Artikelen 1–12