3 papers
cs.LG2025
Personalized Control for Lower Limb Prosthesis Using Kolmogorov-Arnold Networks
SeyedMojtaba Mohasel, Alireza Afzal Aghaei, Corey Pew
Objective: This paper investigates the potential of learnable activation functions in Kolmogorov-Arnold Networks (KANs) for personalized control in a lower-limb prosthesis. In addi…
cs.LG2025
MicroNAS: An Automated Framework for Developing a Fall Detection System
Seyed Mojtaba Mohasel, John Sheppard, Lindsey K. Molina +3
This work presents MicroNAS, an automated neural architecture search tool specifically designed to create models optimized for microcontrollers with small memory resources. The ESP…
cs.LG2025
Robust Support Vector Machines for Imbalanced and Noisy Data via Benders Decomposition
Seyed Mojtaba Mohasel, Hamidreza Koosha
This study introduces a novel formulation to enhance Support Vector Machines (SVMs) in handling class imbalance and noise. Unlike the conventional Soft Margin SVM, which penalizes…