A survey of robust optimization based machine learning with special reference to support vector machines. - Manisha Singla; Debdas Ghosh; K. K. Shukla 001 (Int. J. Mach. Learn. Cybern., 2020)

Robust statistics-based support vector machine and its variants: a survey. - Manisha Singla; K. K. Shukla 001 (Neural Comput. Appl., 2020)

Improved Sparsity of Support Vector Machine with Robustness Towards Label Noise Based on Rescaled α-Hinge Loss with Non-smooth Regularizer. - Manisha Singla; Debdas Ghosh; K. K. Shukla 001 (Neural Process. Lett., 2020)

Robust twin support vector regression based on rescaled Hinge loss. - Manisha Singla; Debdas Ghosh; K. K. Shukla 001; Witold Pedrycz (Pattern Recognit., 2020)

øverline pin-TSVM: A Robust Transductive Support Vector Machine and its Application to the Detection of COVID-19 Infected Patients. - Manisha Singla; Debdas Ghosh; K. K. Shukla 001 (Neural Process. Lett., 2021)