Efficiency of open quantum walk implementation of dissipative quantum computing algorithms. - Ilya Sinayskiy; Francesco Petruccione (Quantum Inf. Process., 2012)

Microscopic Derivation of Open Quantum Walk on Two-Node Graph. - Ilya Sinayskiy; Francesco Petruccione (Open Syst. Inf. Dyn., 2013)

Quantum Computing for Pattern Classification. - Maria Schuld; Ilya Sinayskiy; Francesco Petruccione (PRICAI, 2014)

Simulating a perceptron on a quantum computer. - Maria Schuld; Ilya Sinayskiy; Francesco Petruccione (CoRR, 2014)

The quest for a Quantum Neural Network. - Maria Schuld; Ilya Sinayskiy; Francesco Petruccione (Quantum Inf. Process., 2014)

Non-reversal Open Quantum Walks. - Y. H. Goolam Hossen; Ilya Sinayskiy; Francesco Petruccione (Open Syst. Inf. Dyn., 2018)

Implementing Quantum-Kernel-Based Classifiers in the NISQ Era. - Shivani Mahashakti Pillay; Ilya Sinayskiy; Edgar Jembere; Francesco Petruccione (SACAIR, 2021)

A comparison of various classical optimizers for a variational quantum linear solver. - Aidan Pellow-Jarman; Ilya Sinayskiy; Anban W. Pillay; Francesco Petruccione (Quantum Inf. Process., 2021)

Architecture representations for quantum convolutional neural networks. - Matt Lourens; Ilya Sinayskiy; Daniel K. Park; Carsten Blank; Francesco Petruccione (CoRR, 2022)

Hybrid Genetic Optimisation for Quantum Feature Map Design. - Rowan Pellow-Jarman; Anban W. Pillay; Ilya Sinayskiy; Francesco Petruccione (CoRR, 2023)

Quantitative Comparison of Nearest Neighbor Search Algorithms. - Hanitriniala Malalatiana Rakotondrasoa; Martin Bucher; Ilya Sinayskiy (CoRR, 2023)

Near term algorithms for linear systems of equations. - Aidan Pellow-Jarman; Ilya Sinayskiy; Anban W. Pillay; Francesco Petruccione (Quantum Inf. Process., 2023)

Classical ensembles of single-qubit quantum variational circuits for classification. - Shane McFarthing; Anban W. Pillay; Ilya Sinayskiy; Francesco Petruccione (Quantum Mach. Intell., 2024)

Hybrid genetic optimization for quantum feature map design. - Rowan Pellow-Jarman; Anban W. Pillay; Ilya Sinayskiy; Francesco Petruccione (Quantum Mach. Intell., 2024)