Pennylane: Automatic differentiation of hybrid quantum-classical computations V Bergholm, J Izaac, M Schuld, C Gogolin, S Ahmed, V Ajith, MS Alam, ... arXiv preprint arXiv:1811.04968, 2018 | 1152 | 2018 |
Pennylane: Automatic differentiation of hybrid quantum-classical computations. arXiv 2018 V Bergholm, J Izaac, M Schuld, C Gogolin, S Ahmed, V Ajith, MS Alam, ... arXiv preprint arXiv:1811.04968, 2018 | 63 | 2018 |
Quantum evolution kernel: Machine learning on graphs with programmable arrays of qubits LP Henry, S Thabet, C Dalyac, L Henriet Physical Review A 104 (3), 032416, 2021 | 51 | 2021 |
Classically approximating variational quantum machine learning with random fourier features J Landman, S Thabet, C Dalyac, H Mhiri, E Kashefi arXiv preprint arXiv:2210.13200, 2022 | 39 | 2022 |
Quantum feature maps for graph machine learning on a neutral atom quantum processor B Albrecht, C Dalyac, L Leclerc, L Ortiz-Gutiérrez, S Thabet, ... Physical Review A 107 (4), 042615, 2023 | 33 | 2023 |
Pennylane: Automatic differentiation of hybrid quantum-classical computations (2022) V Bergholm, J Izaac, M Schuld, C Gogolin, S Ahmed, V Ajith, MS Alam, ... arXiv preprint arXiv:1811.04968, 2022 | 14 | 2022 |
Constrained and Vanishing Expressivity of Quantum Fourier Models H Mhiri, L Monbroussou, M Herrero-Gonzalez, S Thabet, E Kashefi, ... arXiv preprint arXiv:2403.09417, 2024 | 7 | 2024 |
Laplacian Eigenmaps with variational circuits: a quantum embedding of graph data S Thabet, JF Hullo arXiv preprint arXiv:2011.05128, 2020 | 5 | 2020 |
Enhancing Graph Neural Networks with Quantum Computed Encodings S Thabet, R Fouilland, M Djellabi, I Sokolov, S Kasture, LP Henry, ... arXiv preprint arXiv:2310.20519, 2023 | 4 | 2023 |
Extending graph transformers with quantum computed aggregation S Thabet, R Fouilland, L Henriet arXiv preprint arXiv:2210.10610, 2022 | 4 | 2022 |
When quantum and classical models disagree: Learning beyond minimum norm least square S Thabet, L Monbroussou, EZ Mamon, J Landman arXiv preprint arXiv:2411.04940, 2024 | 1 | 2024 |
Quantum Positional Encodings for Graph Neural Networks S Thabet, M Djellabi, I Sokolov, S Kasture, LP Henry, L Henriet arXiv preprint arXiv:2406.06547, 2024 | 1 | 2024 |
METHOD FOR DETERMINING A CONFIGURATION OF A QUANTUM PROCESSOR TO SOLVE AN OPTIMIZATION PROBLEM L Leclerc, S Thabet, S Grijalva, L Henriet US Patent App. 18/716,095, 2025 | | 2025 |
Methods and Systems for Measuring a Similarity Between Two Graphs L Henriet, LP Henry, C Dalyac, S Thabet US Patent App. 18/576,888, 2024 | | 2024 |