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Artem Melnikov
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2020 – today
- 2024
- [c1]Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Sergey Dolgov, Reuben Brasher, Michael Perelshtein:
TQCompressor: Improving Tensor Decomposition Methods in Neural Networks Via Permutations. MIPR 2024: 503-506 - [i5]Vadim Abronin, Aleksei Naumov, Denis Mazur, Dmitriy Bystrov, Katerina Tsarova, Artem Melnikov, Ivan V. Oseledets, Sergey Dolgov, Reuben Brasher, Michael Perelshtein:
TQCompressor: improving tensor decomposition methods in neural networks via permutations. CoRR abs/2401.16367 (2024) - 2023
- [j2]Asel Sagingalieva, Mohammad Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen:
Hybrid quantum ResNet for car classification and its hyperparameter optimization. Quantum Mach. Intell. 5(2): 1-15 (2023) - [j1]Michael Perelshtein, Alexey I. Pakhomchik, Artem Melnikov, M. Podobrii, A. Termanova, I. Kreidich, B. Nuriev, Sergei Iudin, C. W. Mansell, Valerii M. Vinokur:
NISQ-compatible approximate quantum algorithm for unconstrained and constrained discrete optimization. Quantum 7: 1186 (2023) - [i4]Aleksei Naumov, Artem Melnikov, Vadim Abronin, F. Oxanichenko, K. Izmailov, Markus Pflitsch, A. Melnikov, Michael Perelshtein:
Tetra-AML: Automatic Machine Learning via Tensor Networks. CoRR abs/2303.16214 (2023) - [i3]Egor Kornev, Sergey Dolgov, Karan Pinto, Markus Pflitsch, Michael Perelshtein, Artem Melnikov:
Numerical solution of the incompressible Navier-Stokes equations for chemical mixers via quantum-inspired Tensor Train Finite Element Method. CoRR abs/2305.10784 (2023) - 2022
- [i2]Michael Perelshtein, Asel Sagingalieva, Karan Pinto, Vishal Shete, Alexey I. Pakhomchik, Artem Melnikov, Florian Neukart, Georg Gesek, Alexey Melnikov, Valerii M. Vinokur:
Practical application-specific advantage through hybrid quantum computing. CoRR abs/2205.04858 (2022) - [i1]Asel Sagingalieva, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen:
Hyperparameter optimization of hybrid quantum neural networks for car classification. CoRR abs/2205.04878 (2022)
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last updated on 2024-10-30 21:34 CET by the dblp team
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