Showing 2022Show all
2 papers · 1 filter
stat.ML2022
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…
eess.SP2022
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…