Schoukens, Maarten

4 publications

ICLR 2026 The Tutor-Pupil Augmentation: Enhancing Learning and Interpretability via Input Corrections Darya Biparva, Maarten Schoukens, Donatello Materassi

L4DC 2025 Orthogonal Projection-Based Regularization for Efficient Model Augmentation Bendeguz Mate Györök, Jan H. Hoekstra, Johan Kon, Tamas Peni, Maarten Schoukens, Roland Toth

ICLR 2023 Continuous-Time Identification of Dynamic State-Space Models by Deep Subspace Encoding Gerben I. Beintema, Maarten Schoukens, Roland Tóth

L4DC 2021 Nonlinear State-Space Identification Using Deep Encoder Networks Gerben Beintema, Roland Toth, Maarten Schoukens