Quantum deep hedging

S Raj, I Kerenidis, A Shekhar, B Wood, J Dee… - Quantum, 2023 - quantum-journal.org
Quantum machine learning has the potential for a transformative impact across industry
sectors and in particular in finance. In our work we look at the problem of hedging where …

Quantum algorithms for compositional text processing

T Laakkonen, K Meichanetzidis, B Coecke - arxiv preprint arxiv …, 2024 - arxiv.org
Quantum computing and AI have found a fruitful intersection in the field of natural language
processing. We focus on the recently proposed DisCoCirc framework for natural language …

Symmetry-restricted quantum circuits are still well-behaved

MB Mansky, SL Castillo, M Armayor-Martínez… - arxiv preprint arxiv …, 2024 - arxiv.org
We show that quantum circuits restricted by a symmetry inherit the properties of the whole
special unitary group $ SU (2^ n) $, in particular composition, algebraic and topological …

Optimization Methods for Spin Glass Problems via Accelerated Macroscopic Quantum Tunneling

JM Sagal - 2024 - search.proquest.com
Quantum Computing could offer significant improvements to certain problems over their
classical counterparts. A commonly studied problem is the Constraint Satisfaction Problem …