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Emma Svensson
Emma Svensson
Altres nomsEmma Petersson Svensson, Emma J. M. Svensson
PhD Student at Institute for Machine Learning, Johannes Kepler University Linz, Austria
Correu electrònic verificat a ml.jku.at - Pàgina d'inici
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HyperPCM: Robust task-conditioned modeling of drug–target interactions
E Svensson, PJ Hoedt, S Hochreiter, G Klambauer
Journal of Chemical Information and Modeling 64 (7), 2539-2553, 2024
92024
Robust task-specific adaption of models for drug-target interaction prediction
E Svensson, PJ Hoedt, S Hochreiter, G Klambauer
NeurIPS 2022 AI for Science: Progress and Promises, 2022
52022
Towards Reliable Uncertainty Estimates for Drug Discovery: A Large-scale Temporal Study of Probability Calibration
HR Friesacher, E Svensson, A Arany, L Mervin, O Engkvist
ICML 2024 AI for Science: Scaling in AI for Scientific Discovery, 2024
32024
Enhancing uncertainty quantification in drug discovery with censored regression labels
E Svensson, HR Friesacher, S Winiwarter, L Mervin, A Arany, O Engkvist
Artificial Intelligence in the Life Sciences, 100128, 2025
22025
Registries in Machine Learning-Based Drug Discovery: A Shortcut to Code Reuse
PBR Hartog, E Svensson, L Mervin, S Genheden, O Engkvist, IV Tetko
International Workshop on AI in Drug Discovery 14894, 98-115, 2024
22024
Temporal Evaluation of Uncertainty Quantification Under Distribution Shift
E Svensson, HR Friesacher, A Arany, L Mervin, O Engkvist
International Workshop on AI in Drug Discovery 14894, 132-148, 2024
12024
Temporal Evaluation of Probability Calibration with Experimental Errors
HR Friesacher, E Svensson, A Arany, L Mervin, O Engkvist
International Workshop on AI in Drug Discovery 14894, 13-20, 2024
12024
Expanding the chemical space using a chemical reaction knowledge graph
E Rydholm, T Bastys, E Svensson, C Kannas, O Engkvist, T Kogej
Digital Discovery 3 (7), 1378-1388, 2024
12024
Task-conditioned modeling of drug-target interactions
E Svensson, PJ Hoedt, S Hochreiter, G Klambauer
ELLIS ML4Molecules workshop, 2022
12022
Discovering Novel Chemical Reactions
E Rydholm, E Svensson
12021
Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models
HR Friesacher, E Svensson, S Winiwarter, L Mervin, A Arany, O Engkvist
arXiv preprint arXiv:2502.03982, 2025
2025
NETWORK ANALYSIS OF THE ORGANIC CHEMISTRY IN PATENTS, LITERATURE, AND PHARMACEUTICAL INDUSTRY
T Kogej, E Svensson, E Rydholm, T Bastys, C Kannas, M Kabeshov, ...
2024
Developing a Self-learning Intelligent Agent in StarCraft II-Deep Reinforcement Learning with Imitation Learning
KR Chiu Falck, N Johansson, E Svensson, M Veintie, F Wang, D Willim
2019
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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