2 papers
cs.LG2025
Multi-Task Learning Based on Support Vector Machines and Twin Support Vector Machines: A Comprehensive Survey
Fatemeh Bazikar, Hossein Moosaei, Atefeh Hemmati +1
Multi-task learning (MTL) enables simultaneous training across related tasks, leveraging shared information to improve generalization, efficiency, and robustness, especially in dat…
cs.LG2022
Multi-task twin support vector machine with Universum data
Hossein Moosaei, Fatemeh Bazikar, Milan Hladík
Multi-task learning (MTL) has emerged as a promising topic of machine learning in recent years, aiming to enhance the performance of numerous related learning tasks by exploiting b…