66 citations · 171 across the 7 of their papers we have counts for
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cs.CC2019★ 30 cited
An adaptive algorithm for quantum circuit simulation
Roman Schutski, Danil Lykov, Ivan Oseledets
Efficient simulation of quantum computers is essential for the development and validation of near-term quantum devices and the research on quantum algorithms. Up to date, two main…
cs.LG2019
Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics
Taras Khakhulin, Roman Schutski, Ivan Oseledets
We propose a Reinforcement Learning based approach to approximately solve the Tree Decomposition (TD) problem. TD is a combinatorial problem, which is central to the analysis of gr…