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- open access
Out-of-sample R2 : estimation and inference
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- Journal Article
- A1
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A comparison of embedding aggregation strategies in drug-target interaction prediction
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Uncertainty-aware single-cell annotation with a hierarchical reject option
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- Journal Article
- A1
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A framework for tracing timber following the Ukraine invasion
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- Journal Article
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- open access
DeepMTP : a Python-based deep learning framework for multi-target prediction
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Valid prediction intervals for regression problems
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- Conference Paper
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On second-order scoring rules for epistemic uncertainty quantification
(2023) Proceedings of the 40th International Conference on Machine Learning. In PMLR 202. p.2078-2091 -
- Conference Paper
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- open access
On the calibration of probabilistic classifier sets
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Multi-target prediction for dummies using two-branch neural networks
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- Journal Article
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CpG transformer for imputation of single-cell methylomes
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- Journal Article
- A2
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Seasonal prediction of Horn of Africa long rains using machine learning : the pitfalls of preselecting correlated predictors
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Pitfalls of epistemic uncertainty quantification through loss minimisation
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ProD : a tool for predictive design of tailored promoters in Escherichia coli
(2022) Prokaryotic gene regulation : methods and protocols. In Methods in Molecular Biology 2516. p.51-59 -
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Heterogeneity hampers the identification of general pressure injury risk factors in intensive care populations : a predictive modelling analysis
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- Journal Article
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Novel transformer networks for improved sequence labeling in genomics