Search Results for author: Oleksii Abramenko

Found 2 papers, 1 papers with code

Graph Signal Sampling via Reinforcement Learning

no code implementations15 May 2018 Oleksii Abramenko, Alexander Jung

We formulate the problem of sampling and recovering clustered graph signal as a multi-armed bandit (MAB) problem.

reinforcement-learning Reinforcement Learning (RL)

On the Sample Complexity of Graphical Model Selection for Non-Stationary Processes

1 code implementation17 Jan 2017 Nguyen Q. Tran, Oleksii Abramenko, Alexander Jung

We characterize the sample size required for accurate graphical model selection from non-stationary samples.

Model Selection

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