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cs.IR2025
Enhanced NIRMAL Optimizer With Damped Nesterov Acceleration: A Comparative Analysis
Nirmal Gaud, Prasad Krishna Murthy, Mostaque Md. Morshedur Hassan +4
This study introduces the Enhanced NIRMAL (Novel Integrated Robust Multi-Adaptation Learning with Damped Nesterov Acceleration) optimizer, an improved version of the original NIRMA…
cs.IR2025
Comparative Analysis of Novel NIRMAL Optimizer Against Adam and SGD with Momentum
Nirmal Gaud, Surej Mouli, Preeti Katiyar +1
This study proposes NIRMAL (Novel Integrated Robust Multi-Adaptation Learning), a novel optimization algorithm that combines multiple strategies inspired by the movements of the ch…