462 citations · 648 across the 10 of their papers we have counts for
6 papers · 1 filter
Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm
Charles Moussa, Hao Wang, Thomas Bäck +1
As combinatorial optimization is one of the main quantum computing applications, many methods based on parameterized quantum circuits are being developed. In general, a set of para…
Quantum-enhanced machine learning
Vedran Dunjko, Jacob M. Taylor, Hans J. Briegel
The emerging field of quantum machine learning has the potential to substantially aid in the problems and scope of artificial intelligence. This is only enhanced by recent successe…
Quantum-enhanced deliberation of learning agents using trapped ions
Vedran Dunjko, Nicolai Friis, Hans J. Briegel
A scheme that successfully employs quantum mechanics in the design of autonomous learning agents has recently been reported in the context of the projective simulation (PS) model f…
Entanglement of -LME states and the SAT problem
Adi Makmal, Markus Tiersch, Vedran Dunjko +1
In this paper we investigate the entanglement properties of the class of -locally maximally entanglable (-LME) states, which are also known as the "real equally weighted stat…
Quantum-enhanced Secure Delegated Classical Computing
Vedran Dunjko, Theodoros Kapourniotis, Elham Kashefi
We present a quantumly-enhanced protocol to achieve unconditionally secure delegated classical computation where the client and the server have both limited classical and quantum c…
Quantum digital signatures with quantum key distribution components
Petros Wallden, Vedran Dunjko, Adrian Kent +1
Digital signatures guarantee the authenticity and transferability of messages, and are widely used in modern communication. The security of currently used classical digital signatu…