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Jonas Landman

q-means: A quantum algorithm for unsupervised machine learning
2018 · Kerenidis, Iordanis, Landman, Jonas, et al. · arXiv (Cornell University) · 130
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Quantum Algorithms for Deep Convolutional Neural Networks
2019 · Kerenidis, Iordanis, Landman, Jonas, et al. · arXiv (Cornell University) · 108
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Quantum Vision Transformers
2024 · El Amine Cherrat, Iordanis Kerenidis, et al. · Quantum · 105
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Quantum Methods for Neural Networks and Application to Medical Image Classification
2022 · Jonas Landman, Natansh Mathur, et al. · Quantum · 95
Quantum spectral clustering
2021 · Iordanis Kerenidis, Jonas Landman · Physical Review A · 68
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Medical image classification via quantum neural networks
2021 · Mathur, Natansh, Landman, Jonas, et al. · arXiv (Cornell University) · 36
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q-means: A quantum algorithm for unsupervised machine learning
2019 · Kerenidis, Iordanis, Landman, Jonas, et al. · HAL · 22
Trainability and Expressivity of Hamming-Weight Preserving Quantum Circuits for Machine Learning
2025 · Léo Monbroussou, Eliott Z. Mamon, et al. · Quantum · 19
Classical and Quantum Algorithms for Orthogonal Neural Networks
2021 · Kerenidis, Iordanis, Landman, Jonas, et al. · arXiv (Cornell University) · 17
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Constrained and Vanishing Expressivity of Quantum Fourier Models
2025 · Hela Mhiri, Leo Monbroussou, et al. · Quantum · 14
Quantum Fourier networks for solving parametric PDEs
2024 · Nishant Jain, Jonas Landman, et al. · Quantum Science and Technology · 14
Subspace preserving quantum convolutional neural network architectures
2025 · Léo Monbroussou, Jonas Landman, et al. · Quantum Science and Technology · 8
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Classically Approximating Variational Quantum Machine Learning with Random Fourier Features
2022 · Landman, Jonas, Thabet, Slimane, et al. · arXiv (Cornell University) · 8
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Quantum Bayesian Neural Networks
2021 · Berner, Noah, Fortuin, Vincent, et al. · arXiv (Cornell University) · 5
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When quantum and classical models disagree: learning beyond minimum norm least square
2026 · Slimane Thabet, Léo Monbroussou, et al. · npj Quantum Information · 1
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Quantum algorithms for unsupervised machine learning and neural networks
2021 · Jonas Landman · 1
Quantum Algorithms for Unsupervised Machine Learning and Neural Networks
2021 · Landman, Jonas · arXiv (Cornell University)
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Works count: 17
Citation count: 651
H-index: 11
I10-index: 11
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