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Andrea Skolik
Andrea Skolik
PhD student at Leiden University, Researcher at Volkswagen
Verified email at umail.leidenuniv.nl
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Cited by
Year
Quantum approximate optimization of non-planar graph problems on a planar superconducting processor
MP Harrigan, KJ Sung, M Neeley, KJ Satzinger, F Arute, K Arya, J Atalaya, ...
Nature Physics 17 (3), 332-336, 2021
2982021
Tensorflow quantum: A software framework for quantum machine learning
M Broughton, G Verdon, T McCourt, AJ Martinez, JH Yoo, SV Isakov, ...
arXiv preprint arXiv:2003.02989, 2020
2522020
Layerwise learning for quantum neural networks
A Skolik, JR McClean, M Mohseni, P van der Smagt, M Leib
Quantum Machine Intelligence 3 (1), 1-11, 2021
1422021
Quantum agents in the gym: a variational quantum algorithm for deep q-learning
A Skolik, S Jerbi, V Dunjko
Quantum 6, 720, 2022
442022
Beating classical heuristics for the binary paint shop problem with the quantum approximate optimization algorithm
M Streif, S Yarkoni, A Skolik, F Neukart, M Leib
Physical Review A 104 (1), 012403, 2021
162021
Equivariant quantum circuits for learning on weighted graphs
A Skolik, M Cattelan, S Yarkoni, T Bäck, V Dunjko
arXiv preprint arXiv:2205.06109, 2022
112022
Hyperparameter optimization of hybrid quantum neural networks for car classification
A Sagingalieva, A Kurkin, A Melnikov, D Kuhmistrov, M Perelshtein, ...
arXiv preprint arXiv:2205.04878, 2022
52022
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