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Jonas Landman
Jonas Landman
Postdoctoral Research Associate, University of Edinburgh, Scotland, UK
Verified email at irif.fr
Title
Cited by
Cited by
Year
q-means: A quantum algorithm for unsupervised machine learning
I Kerenidis, J Landman, A Luongo, A Prakash
Advances in Neural Information Processing Systems 32, 2018
2002018
Quantum Algorithms for Deep Convolutional Neural Networks
I Kerenidis, J Landman, A Prakash
Proceedings of the International Conference on Learning Representations …, 2019
1352019
Quantum Methods for Neural Networks and Application to Medical Image Classification
J Landman, N Mathur, YY Li, M Strahm, S Kazdaghli, A Prakash, ...
Quantum 6, 881, 2022
79*2022
Quantum spectral clustering
I Kerenidis, J Landman
Physical Review A 103 (4), 042415, 2021
492021
Quantum vision transformers
EA Cherrat, I Kerenidis, N Mathur, J Landman, M Strahm, YY Li
arXiv preprint arXiv:2209.08167, 2022
272022
Classically Approximating Variational Quantum Machine Learning with Random Fourier Features
J Landman, S Thabet, C Dalyac, H Mhiri, E Kashefi
International Conference on Learning Representations (ICLR 2023), 2022
162022
Advances in Neural Information Processing Systems
I Kerenidis, J Landman, A Luongo, A Prakash
Curran Associates, 2019
112019
Classical and quantum algorithms for orthogonal neural networks. 2021
I Kerenidis, J Landman, N Mathur
arXiv preprint arXiv:2106.07198, 0
7
q-means: A quantum algorithm for unsupervised machine learning. arXiv 2018
I Kerenidis, J Landman, A Luongo, A Prakash
arXiv preprint arXiv:1812.03584, 1812
61812
Trainability and expressivity of hamming-weight preserving quantum circuits for machine learning
L Monbroussou, J Landman, AB Grilo, R Kukla, E Kashefi
arXiv preprint arXiv:2309.15547, 2023
52023
Quantum Bayesian neural networks
N Berner, V Fortuin, J Landman
arXiv preprint arXiv:2107.09599, 2021
52021
Quantum algorithms for unsupervised machine learning and neural networks
J Landman
arXiv preprint arXiv:2111.03598, 2021
42021
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
2024
Classical and quantum algorithms for orthogonal neural networks
I Kerenidis, J Landman, N Mathur
US Patent 11,829,877, 2023
2023
Quantum Fourier Networks for Solving Parametric PDEs
N Jain, J Landman, N Mathur, I Kerenidis
arXiv preprint arXiv:2306.15415, 2023
2023
Training Classical and Quantum Algorithms for Orthogonal Neural Networks
I Kerenidis, J Landman, N Mathur
US Patent App. 17/825,803, 2022
2022
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