3 papers
cs.LG2024
RoBoSS: A Robust, Bounded, Sparse, and Smooth Loss Function for Supervised Learning
Mushir Akhtar, M. Tanveer, Mohd. Arshad
In the domain of machine learning, the significance of the loss function is paramount, especially in supervised learning tasks. It serves as a fundamental pillar that profoundly in…
cs.LG2024
Intuitionistic Fuzzy Generalized Eigenvalue Proximal Support Vector Machine
A. Quadir, M. A. Ganaie, M. Tanveer
Generalized eigenvalue proximal support vector machine (GEPSVM) has attracted widespread attention due to its simple architecture, rapid execution, and commendable performance. GEP…
cs.LG2024
Ensemble Deep Random Vector Functional Link Neural Network Based on Fuzzy Inference System
M. Sajid, M. Tanveer, P. N. Suganthan
The ensemble deep random vector functional link (edRVFL) neural network has demonstrated the ability to address the limitations of conventional artificial neural networks. However,…