2 papers
cs.LG2026
Learning Kernels by Alignment for Multiclass Bayes Classification
Hollan Haule, Alfredo Gonzalez-Sulser, Javier Escudero
Kernel methods separate data representation from decision-making, but typically require the kernel to be chosen in advance. We show that this kernel can instead be learned by align…
cs.LG2025
PySeizure: A single machine learning classifier framework to detect seizures in diverse datasets
Bartlomiej Chybowski, Shima Abdullateef, Hollan Haule +2
Reliable seizure detection is critical for diagnosing and managing epilepsy, yet clinical workflows remain dependent on time-consuming manual EEG interpretation. While machine lear…