2 papers
cs.LG2025
One Class Restricted Kernel Machines
A. Quadir, M. Sajid, M. Tanveer
Restricted kernel machines (RKMs) have demonstrated a significant impact in enhancing generalization ability in the field of machine learning. Recent studies have introduced variou…
cs.LG2024
GB-RVFL: Fusion of Randomized Neural Network and Granular Ball Computing
M. Sajid, A. Quadir, M. Tanveer
The random vector functional link (RVFL) network is a prominent classification model with strong generalization ability. However, RVFL treats all samples uniformly, ignoring whethe…