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Roman Schutski
Publication Activity (10 Years)
Years Active: 2019-2022
Publications (10 Years): 6
Top Topics
Backtracking Algorithm
Higher Order
Function Approximation
Reinforcement Learning
Top Venues
CoRR
QCE
NeurIPS
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Publications
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Konstantin Sozykin
,
Andrei Chertkov
,
Roman Schutski
,
Anh Huy Phan
,
Andrzej Cichocki
,
Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning.
CoRR
(2022)
Danylo Lykov
,
Roman Schutski
,
Alexey Galda
,
Valeri Vinokur
,
Yuri Alexeev
Tensor Network Quantum Simulator With Step-Dependent Parallelization.
QCE
(2022)
Konstantin Sozykin
,
Andrei Chertkov
,
Roman Schutski
,
Anh-Huy Phan
,
Andrzej S. Cichocki
,
Ivan V. Oseledets
TTOpt: A Maximum Volume Quantized Tensor Train-based Optimization and its Application to Reinforcement Learning.
NeurIPS
(2022)
Roman Schutski
,
Dmitry Kolmakov
,
Taras Khakhulin
,
Ivan V. Oseledets
Simple heuristics for efficient parallel tensor contraction and quantum circuit simulation.
CoRR
(2020)
Roman Schutski
,
Danil Lykov
,
Ivan V. Oseledets
An adaptive algorithm for quantum circuit simulation.
CoRR
(2019)
Taras Khakhulin
,
Roman Schutski
,
Ivan V. Oseledets
Graph Convolutional Policy for Solving Tree Decomposition via Reinforcement Learning Heuristics.
CoRR
(2019)