2 papers
cs.LG2025
Adapting Tensor Kernel Machines to Enable Efficient Transfer Learning for Seizure Detection
Seline J. S. de Rooij, Borbála Hunyadi
Transfer learning aims to optimize performance in a target task by learning from a related source problem. In this work, we propose an efficient transfer learning method using a te…
eess.SP2024
Efficient Patient Fine-Tuned Seizure Detection with a Tensor Kernel Machine
Seline J. S. de Rooij, Frederiek Wesel, Borbála Hunyadi
Recent developments in wearable devices have made accurate and efficient seizure detection more important than ever. A challenge in seizure detection is that patient-specific model…