33 citations · 145 across the 50 of their papers we have counts for
4 papers · 1 filter
Adaptive Joint Estimation of Temporal Vertex and Edge Signals
Yi Yan, Tian Xie, Ercan E. Kuruoglu
The adaptive estimation of coexisting temporal vertex (node) and edge signals on graphs is a critical task when a change in edge signals influences the temporal dynamics of the ver…
Thompson Sampling on Asymmetric -Stable Bandits
Zhendong Shi, Ercan E. Kuruoglu, Xiaoli Wei
In algorithm optimization in reinforcement learning, how to deal with the exploration-exploitation dilemma is particularly important. Multi-armed bandit problem can optimize the pr…
Graph Normalized-LMP Algorithm for Signal Estimation Under Impulsive Noise
Yi Yan, Radwa Adel, Ercan Engin Kuruoglu
In this paper, we introduce an adaptive graph normalized least mean pth power (GNLMP) algorithm for graph signal processing (GSP) that utilizes GSP techniques, including bandlimite…
Adaptive Sign Algorithm for Graph Signal Processing
Yi Yan, Ercan E. Kuruoglu, Mustafa A. Altinkaya
Efficient and robust online processing technique of irregularly structured data is crucial in the current era of data abundance. In this paper, we propose a graph/network version o…