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Stephan A. Sieber
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 3
Top Topics
Gradient Boosting
Practical Guidelines
Benchmark Datasets
Pairwise
Top Venues
J. Cheminformatics
CoRR
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Publications
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Maximilian G. Schuh
,
Davide Boldini
,
Stephan A. Sieber
TwinBooster: Synergising Large Language Models with Barlow Twins and Gradient Boosting for Enhanced Molecular Property Prediction.
CoRR
(2024)
Davide Boldini
,
Francesca Grisoni
,
Daniel Kuhn
,
Lukas Friedrich
,
Stephan A. Sieber
Practical guidelines for the use of gradient boosting for molecular property prediction.
J. Cheminformatics
15 (1) (2023)
Davide Boldini
,
Lukas Friedrich
,
Daniel Kuhn
,
Stephan A. Sieber
Tuning gradient boosting for imbalanced bioassay modelling with custom loss functions.
J. Cheminformatics
14 (1) (2022)