Emma Svensson

According to our database, Emma Svensson authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Temporal Distribution Shift in Real-World Pharmaceutical Data: Implications for Uncertainty Quantification in QSAR Models.

Hannah Rosa Friesacher, Emma Svensson, Susanne Winiwarter, Lewis H. Mervin, Adam Arany, Ola Engkvist

CoRR, February, 2025

2024

HyperPCM: Robust Task-Conditioned Modeling of Drug-Target Interactions.

Emma Svensson, Pieter-Jan Hoedt, Sepp Hochreiter, Günter Klambauer

J. Chem. Inf. Model., 2024

Enhancing Uncertainty Quantification in Drug Discovery with Censored Regression Labels.

Emma Svensson, Hannah Rosa Friesacher, Susanne Winiwarter, Lewis H. Mervin, Adam Arany, Ola Engkvist

CoRR, 2024

Temporal Evaluation of Uncertainty Quantification Under Distribution Shift.

Emma Svensson, Hannah Rosa Friesacher, Adam Arany, Lewis H. Mervin, Ola Engkvist

Proceedings of the AI in Drug Discovery - First International Workshop, 2024

Registries in Machine Learning-Based Drug Discovery: A Shortcut to Code Reuse.

Peter B. R. Hartog, Emma Svensson, Lewis H. Mervin, Samuel Genheden, Ola Engkvist, Igor V. Tetko

Proceedings of the AI in Drug Discovery - First International Workshop, 2024

Temporal Evaluation of Probability Calibration with Experimental Errors.

Hannah Rosa Friesacher, Emma Svensson, Adam Arany, Lewis H. Mervin, Ola Engkvist

Proceedings of the AI in Drug Discovery - First International Workshop, 2024