3 papers
cs.LG2025
R^2VFL: A Robust Random Vector Functional Link Network with Huber-Weighted Framework
Anuradha Kumari, Mushir Akhtar, P. N. Suganthan +1
The random vector functional link (RVFL) neural network has shown significant potential in overcoming the constraints of traditional artificial neural networks, such as excessive c…
cs.LG2023
LSTSVR-PI: Least square twin support vector regression with privileged information
Anuradha Kumari, M. Tanveer
In an educational setting, a teacher plays a crucial role in various classroom teaching patterns. Similarly, mirroring this aspect of human learning, the learning using privileged…
cs.LG2023
Support matrix machine: A review
Anuradha Kumari, Mushir Akhtar, Rupal Shah +1
Support vector machine (SVM) is one of the most studied paradigms in the realm of machine learning for classification and regression problems. It relies on vectorized input data. H…