Mathematics and computer science
Quantum information, quantum machine learning, quantum cryptography, data science.
My research aims to review and propose possible optimization of quantum subroutines for some machine learning algorithms. Then, implement improved versions of the latter on real data.
Quantum-access security of the Winternitz one-time signature scheme, with Christian Majenz and Maris Ozols. Link to archive: arXiv:2103.12448, Journal ref: Proceedings of ITC 2021, LIPIcs, vol. 199, pp. 21:1–21:22, 978-3-95977-197-9 (2021), DOI:10.4230/LIPIcs.ITC.2021.21.