Quinten Van Baelen

According to our database, Quinten Van Baelen authored at least 6 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Constraint guided autoencoders for joint optimization of condition indicator estimation and anomaly detection in machine condition monitoring.

Maarten Meire, Quinten Van Baelen, Ted Ooijevaar, Peter Karsmakers

Mach. Learn., July, 2025

Constraint-Guided Learning of Data-driven Health Indicator Models: An Application on the Pronostia Bearing Dataset.

Yonas Y. Tefera, Quinten Van Baelen, Maarten Meire, Stijn Luca, Peter Karsmakers

CoRR, March, 2025

2024

Constraint Guided Model Quantization of Neural Networks.

Quinten Van Baelen, Peter Karsmakers

CoRR, 2024

Constraints as Alternative Learning Objective in Deep Learning.

Quinten Van Baelen, Peter Karsmakers

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

Constraint guided gradient descent: Training with inequality constraints with applications in regression and semantic segmentation.

Quinten Van Baelen, Peter Karsmakers

Neurocomputing, November, 2023

2022

Constraint Guided Gradient Descent: Guided Training with Inequality Constraints.

Quinten Van Baelen, Peter Karsmakers

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022