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cs.LG2015★ 4 cited
Diffusion-KLMS Algorithm and its Performance Analysis for Non-Linear Distributed Networks
Rangeet Mitra, Vimal Bhatia
In a distributed network environment, the diffusion-least mean squares (LMS) algorithm gives faster convergence than the original LMS algorithm. It has also been observed that, the…
cs.LG2014
A Lower Bound for the Variance of Estimators for Nakagami m Distribution
Rangeet Mitra, Amit Kumar Mishra, Tarun Choubisa
Recently, we have proposed a maximum likelihood iterative algorithm for estimation of the parameters of the Nakagami-m distribution. This technique performs better than state of ar…
cs.LG2013
Contraction Principle based Robust Iterative Algorithms for Machine Learning
Rangeet Mitra, Amit Kumar Mishra
Iterative algorithms are ubiquitous in the field of data mining. Widely known examples of such algorithms are the least mean square algorithm, backpropagation algorithm of neural n…