181 citations · 321 across the 23 of their papers we have counts for
Showing 2013Show all
2 papers · 1 filter
cs.LG2013★ 181 cited
A Novel Family of Adaptive Filtering Algorithms Based on The Logarithmic Cost
Muhammed O. Sayin, N. Denizcan Vanli, Suleyman S. Kozat
We introduce a novel family of adaptive filtering algorithms based on a relative logarithmic cost. The new family intrinsically combines the higher and lower order measures of the…
eess.SY2013★ 36 cited
Single Bit and Reduced Dimension Diffusion Strategies Over Distributed Networks
Muhammed O. Sayin, Suleyman S. Kozat
We introduce novel diffusion based adaptive estimation strategies for distributed networks that have significantly less communication load and achieve comparable performance to the…