Stephan A. Sieber

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Gradient Boosting

Chemical Structures

Top Venues

J. Cheminformatics

J. Chem. Inf. Model.

Publications

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)
Maximilian G. Schuh, Davide Boldini, Stephan A. Sieber
Synergizing Chemical Structures and Bioassay Descriptions for Enhanced Molecular Property Prediction in Drug Discovery. J. Chem. Inf. Model. 64 (12) (2024)
Davide Boldini, Davide Ballabio, Viviana Consonni, Roberto Todeschini, Francesca Grisoni, Stephan A. Sieber
Effectiveness of molecular fingerprints for exploring the chemical space of natural products. J. Cheminformatics 16 (1) (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)