no code implementations • 7 Feb 2023 • Dmitry Morozov, Artem Melnikov, Vishal Shete, Michael Perelshtein
Black-box optimization methods play an important role in many fields of computational simulation.
no code implementations • 10 May 2022 • Asel Sagingalieva, Mo Kordzanganeh, Andrii Kurkin, Artem Melnikov, Daniil Kuhmistrov, Michael Perelshtein, Alexey Melnikov, Andrea Skolik, David Von Dollen
We test our approaches in a car image classification task and demonstrate a full-scale implementation of the hybrid quantum ResNet model with the tensor train hyperparameter optimization.