I am broadly interested in the Development of novel Parameter Efficient Fine Tuning Methods (PEFT) for Large Language Models (LLMs), Quantization of LLMs, and Theoretical Machine Learning Algorithms.
CI-RKM: A Class-Informed Approach to Robust Restricted Kernel Machines
R Mishra, M Akhtar, M Tanveer
International Joint Conference on Neural Networks (IJCNN), 2025
Advancing RVFL networks: Robust classification with the HawkEye loss function
M Akhtar, R Mishra, M Tanveer, M Arshad
International Conference on Neural Information Processing, 2024
Enhancing class imbalance solutions: A projection-based fuzzy LS-TSVM approach
M Tanveer, R Mishra, B Richhariya
Neurocomputing, 127712
ZEPHYR GAN: REDEFINING GAN WITH FLEXIBLE GRADIENT CONTROL
A. Kumari, R Mishra, M Tanveer
(Preprint)