Sotabase

Career

· Education, KU Leuven
· PhD Student, KU Leuven
· Postdoctoral Researcher, KU Leuven

Publications (18)

Constraint Guided Autoencoders to Enforce a Predefined Threshold on Anomaly Scores: An Application in Machine Condition Monitoring
Journal of Dynamics Monitoring and Diagnostics · 2023
8
cited
Constraint guided gradient descent: Training with inequality constraints with applications in regression and semantic segmentation
Neurocomputing · 2023
4
cited
Constraint Guided Gradient Descent: Guided Training with Inequality Constraints
The European Symposium on Artificial Neural Networks · 2022
3
cited
Constraint guided autoencoders for joint optimization of condition indicator estimation and anomaly detection in machine condition monitoring
Machine-mediated learning · 2024
2
cited
Constraint-Guided Learning of Data-driven Health Indicator Models: An Application on the Pronostia Bearing Dataset
arXiv.org · 2025
2
cited
Constraint-Guided Learning of Data-driven Health Indicator Models
International Journal of Prognostics and Health Management · 2025
1
cited
Constraint Guided Model Quantization of Neural Networks
arXiv.org · 2024
Constraint-Guided PINNs: A Constrained Optimization Approach
Constraints as Alternative Learning Objective in Deep Learning
The European Symposium on Artificial Neural Networks · 2024
Sotabase
Quinten Van Baelen | Researcher Profile | Sotabase | Sotabase