Alena S. Mastiukova

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Regularizing quantum loss landscapes by noise injection2025
• Quantum-inspired optimization for wavelength assignment2023
• Corrigendum: Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning2023
• Fock parafermions for quantum computing2023
• Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning2022 · аннотациясвернуть

  Multiclass classification is of great interest for various applications, for example, it is a common task in computer vision, where one needs to categorize an image into three or more classes. Here we propose a quantum…

• Learning entanglement breakdown as a phase transition by confusion2022 · аннотациясвернуть

  Abstract Quantum technologies require methods for preparing and manipulating entangled multiparticle states. However, the problem of determining whether a given quantum state is entangled or separable is known to be an…

• Multiclass classification using quantum convolutional neural networks with hybrid quantum-classical learning2022 · аннотациясвернуть

  Multiclass classification is of great interest for various applications, for example, it is a common task in computer vision, where one needs to categorize an image into three or more classes. Here we propose a quantum…

• Suppressing Decoherence in Quantum State Transfer with Unitary Operations2022