Ghent University Academic Bibliography

Your filters: cql: keyword exact "Regularization"

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Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

Bastian Pfeifer, Arne Gevaert (UGent) , Markus Loecher and Andreas Holzinger

(2025) INFORMATION SCIENCES. 690.
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Sine-dilaton gravity vs double-scaled SYK : exploring one-loop quantum corrections

Leonardo Bossi, Luca Griguolo, Jacopo Papalini (UGent) , Lorenzo Russo and Domenico Seminara

(2025) JOURNAL OF HIGH ENERGY PHYSICS.
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Out-of-sample R2 : estimation and inference

Stijn Hawinkel (UGent) , Willem Waegeman (UGent) and Steven Maere (UGent)

(2024) AMERICAN STATISTICIAN. 78(1). p.15-25
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Regularization oversampling for classification tasks : to exploit what you do not know

Lennert Van der Schraelen, Kristof Stouthuysen, Seppe vanden Broucke (UGent) and Tim Verdonck

(2023) INFORMATION SCIENCES. 635. p.169-194
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RNA biomarkers from proximal liquid biopsy for diagnosis of ovarian cancer

Eva Hulstaert, Keren Levanon, Annelien Morlion (UGent) , Stefan Van Aelst, Anthony-Alexander Christidis, Ruben Zamar, Jasper Anckaert (UGent) , Kimberly Verniers (UGent) , Keren Bahar-Shany, Stav Sapoznik, et al.

(2022) NEOPLASIA. 24(2). p.155-164
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Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown

Wen Wei Loh (UGent) , Beatrijs Moerkerke (UGent) , Tom Loeys (UGent) and Stijn Vansteelandt (UGent)

(2022) BIOMETRICS. 78(1). p.46-59
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Revealing trap depth distributions in persistent phosphors with a thermal barrier for charging

Ang Feng (UGent) , Jonas Joos (UGent) , Jiaren Du and Philippe Smet (UGent)

(2022) PHYSICAL REVIEW B. 105(20).
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On a reconstruction of a solely time-dependent source in a time-fractional diffusion equation with non-smooth solutions

A. S. Hendy and Karel Van Bockstal (UGent)

(2022) JOURNAL OF SCIENTIFIC COMPUTING. 90(1).
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Geophysical inversion uing a variational autoencoder to model an assembled spatial prior uncertainty

Jorge Lopez Alvis, Frédéric Nguyen, Majke. C. Looms and Thomas Hermans (UGent)

(2022) JOURNAL OF GEOPHYSICAL RESEARCH-SOLID EARTH. 127(3).
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The Fourier transform of thick distributions

Ricardo Estrada, Jasson Vindas Diaz (UGent) and Yunyun Yang

(2021) ANALYSIS AND APPLICATIONS. 19(4). p.621-646

Academic Bibliography

Tree smoothing : post-hoc regularization of tree ensembles for interpretable machine learning

Sine-dilaton gravity vs double-scaled SYK : exploring one-loop quantum corrections

Out-of-sample R2 : estimation and inference

Regularization oversampling for classification tasks : to exploit what you do not know

RNA biomarkers from proximal liquid biopsy for diagnosis of ovarian cancer

Nonlinear mediation analysis with high‐dimensional mediators whose causal structure is unknown

Revealing trap depth distributions in persistent phosphors with a thermal barrier for charging

On a reconstruction of a solely time-dependent source in a time-fractional diffusion equation with non-smooth solutions

Geophysical inversion uing a variational autoencoder to model an assembled spatial prior uncertainty

The Fourier transform of thick distributions

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