mgr Mateusz Ostaszewski

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0000-0001-7915-6662

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Publikacje
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2019

1. Masarczyk, W., P. Głomb, B. Grabowski, and M. Ostaszewski, Effective transfer learning for hyperspectral image classification with deep convolutional neural networks, 2019.
2. Grabowski, B., P. Głomb, M. Romaszewski, and M. Ostaszewski, "Unsupervised deep learning approach to hyperspectral anomaly detection", PP-RAI'2019, Wrocław, Poland, Wroclaw University of Science and Technology, 2019.
3. Glos, A., J. Miszczak, and M. Ostaszewski, "QSWalk. jl: Julia package for quantum stochastic walks analysis", Computer Physics Communications, vol. 235, 2019.
4. Ostaszewski, M., J. Miszczak, P. Sadowski, and L. Banchi, "Approximation of quantum control correction scheme using deep neural networks", Quantum Information Processing, vol. 18, 2019.
5. Ostaszewski, M., E. Grant, and M. Benedetti, "Quantum circuit structure learning", arXiv preprint arXiv:1905.09692, 2019.
6. Grant, E., L. Wossnig, M. Ostaszewski, and M. Benedetti, "An initialization strategy for addressing barren plateaus in parametrized quantum circuits", Quantum, vol. 3, 12/2019.

2018

7. Domino, K., A. Glos, M. Ostaszewski, Ł. Pawela, and P. Sadowski, "Properties of quantum stochastic walks from the asymptotic scaling exponent", Quantum Information and Computation, vol. 18, issue 3&4, 2018.
8. Glos, A., J. Miszczak, and M. Ostaszewski, "Limiting properties of stochastic quantum walks on directed graphs", Journal of Physics A: Mathematical and Theoretical, vol. 51, issue 3, 2018.
9. Ostaszewski, M., J. Miszczak, and P. Sadowski, "Geometrical versus time-series representation of data in learning quantum control", arXiv preprint arXiv:1803.05169, 2018.

2017

10. Domino, K., A. Glos, and M. Ostaszewski, "Superdiffusive quantum stochastic walk definable on arbitrary directed graph", Quantum Information & Computation, vol. 17, issue 11&12, 2017.

2016

11. Sadowski, P., J. Miszczak, and M. Ostaszewski, "Lively quantum walks on cycles", J. Phys. A: Math. Theor., vol. 49, pp. 375302, 2016.

2015

12. Ostaszewski, M., P. Sadowski, and P. Gawron, "Quantum image classification using principal component analysis", Theoretical and Applied Informatics, vol. 27, issue 1, 2015.