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pro vyhledávání: '"Bosch, Samuel"'
Autor:
Bosch, Samuel
Quantum machine learning is an emerging field of research at the intersection of quantum computing and machine learning. It has the potential to enable advances in artificial intelligence, such as solving problems intractable on classical computers.
Externí odkaz:
https://hdl.handle.net/1721.1/151228
Quantum machine learning has the potential to enable advances in artificial intelligence, such as solving problems intractable on classical computers. Some fundamental ideas behind quantum machine learning are similar to kernel methods in classical m
Externí odkaz:
http://arxiv.org/abs/2308.06807
Publikováno v:
Phys. Rev. Applied 19, 054023 (2023)
Quantum machine learning has the potential to provide powerful algorithms for artificial intelligence. The pursuit of quantum advantage in quantum machine learning is an active area of research. For current noisy, intermediate-scale quantum (NISQ) co
Externí odkaz:
http://arxiv.org/abs/2211.02748
A derivative is a financial security whose value is a function of underlying traded assets and market outcomes. Pricing a financial derivative involves setting up a market model, finding a martingale (``fair game") probability measure for the model f
Externí odkaz:
http://arxiv.org/abs/2209.08867
Autor:
Lloyd, Seth, Kiani, Bobak T., Arvidsson-Shukur, David R. M., Bosch, Samuel, De Palma, Giacomo, Kaminsky, William M., Liu, Zi-Wen, Marvian, Milad
The quantum singular value transformation is a powerful quantum algorithm that allows one to apply a polynomial transformation to the singular values of a matrix that is embedded as a block of a unitary transformation. This paper shows how to perform
Externí odkaz:
http://arxiv.org/abs/2104.01410
Autor:
Lloyd, Seth, Bosch, Samuel, De Palma, Giacomo, Kiani, Bobak, Liu, Zi-Wen, Marvian, Milad, Rebentrost, Patrick, Arvidsson-Shukur, David M.
The polar decomposition for a matrix $A$ is $A=UB$, where $B$ is a positive Hermitian matrix and $U$ is unitary (or, if $A$ is not square, an isometry). This paper shows that the ability to apply a Hamiltonian $\pmatrix{ 0 & A^\dagger \cr A & 0 \cr}
Externí odkaz:
http://arxiv.org/abs/2006.00841
Autor:
Gårding, Elias Riedel, Schwaller, Nicolas, Chang, Su Yeon, Bosch, Samuel, Laborde, Willy Robert, Hernandez, Javier Naya, Chan, Chun Lam, Gessler, Frédéric, Si, Xinyu, Dupertuis, Marc-André, Macris, Nicolas
We propose the first correct special-purpose quantum circuits for preparation of Bell-diagonal states (BDS), and implement them on the IBM Quantum computer, characterizing and testing complex aspects of their quantum correlations in the full paramete
Externí odkaz:
http://arxiv.org/abs/1912.06105
Autor:
Bosch, Samuel, de la Cerda, Alexander Sanchez, Imani, Mohsen, Rosing, Tajana Simunic, De Micheli, Giovanni
Machine Learning algorithms based on Brain-inspired Hyperdimensional(HD) computing imitate cognition by exploiting statistical properties of high-dimensional vector spaces. It is a promising solution for achieving high energy efficiency in different
Externí odkaz:
http://arxiv.org/abs/1911.12446
Akademický článek
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Publikováno v:
Scientific Reports; 8/15/2024, Vol. 14 Issue 1, p1-14, 14p
