Mustafa Emre Sahin

11 papers Journal 8Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Qiskit Machine Learning: an open-source library for quantum machine learning tasks at scale on quantum hardware and classical simulators.
CoRR
Mustafa Emre Sahin, Edoardo Altamura, Oscar Wallis, Stephen P. Wood, Anton Dekusar, Declan Millar, Takashi Imamichi, Atsushi Matsuo, Stefano Mensa
2025 J jnl
Quantum resources in resource management systems.
CoRR
Iskandar Sitdikov, Mustafa Emre Sahin, Utz Bacher, Aleksander Wennersteen, Andrew Damin, Mark Birmingham, Philippa Rubin, Stefano Mensa, Matthieu Moreau, Aurelien Nober, Hitomi Takahashi, Munetaka Ohtani
2024 J jnl
A Bayesian Optimization through Sequential Monte Carlo and Statistical Physics-Inspired Techniques.
CoRR
Anton Lebedev, Thomas Warford, Mustafa Emre Sahin
2024 J jnl
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training.
CoRR
Mustafa Emre Sahin, Benjamin C. B. Symons, Pushpak Pati, Fayyaz Minhas, Declan Millar, Maria Gabrani, Jan Lukas Robertus, Stefano Mensa
2024 J jnl
Efficient Parameter Optimisation for Quantum Kernel Alignment: A Sub-sampling Approach in Variational Training.
Quantum
Mustafa Emre Sahin, Benjamin C. B. Symons, Pushpak Pati, Fayyaz Minhas, Declan Millar, Maria Gabrani, Stefano Mensa, Jan Lukas Robertus
2024 J jnl
Towards quantum computing for clinical trial design and optimization: A perspective on new opportunities and challenges.
CoRR
Hakan Doga, Mustafa Emre Sahin, Joao H. Bettencourt-Silva, Anh Pham, Eunyoung Kim, Alan Andress, Sudhir Saxena, Aritra Bose, Laxmi Parida, Jan Lukas Robertus, Hideaki Kawaguchi, Radwa Soliman, Daniel Blankenberg
2023 — conf
A Bayesian Optimization Through Sequential Monte Carlo and Statistical Physics-Inspired Techniques.
ICCS (5)
Anton Lebedev, Mustafa Emre Sahin, Thomas Warford
2023 J jnl
Quantum machine learning framework for virtual screening in drug discovery: a prospective quantum advantage.
Mach. Learn. Sci. Technol.
Stefano Mensa, Mustafa Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
2022 J jnl
Quantum Machine Learning Framework for Virtual Screening in Drug Discovery: a Prospective Quantum Advantage.
CoRR
Stefano Mensa, Mustafa Emre Sahin, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
2021 — conf
Usability of Markov Chain Monte Carlo Preconditioners in Practical Problems.
ScalA@SC
Mustafa Emre Sahin, Anton Lebedev, Maksims Abalenkovs, Vassil Alexandrov
2020 — conf
Empirical Analysis of Stochastic Methods of Linear Algebra.
ICCS (7)
Mustafa Emre Sahin, Anton Lebedev, Vassil Alexandrov