activity
20102026
most citedQuantum-enhanced machine learning

462 citations · 4.5k across the 108 of their papers we have counts for

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Showing 2014Show all

6 papers · 1 filter

quant-ph2014★ 34 cited

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…

quant-ph2014★ 2 cited

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…

quant-ph2014★ 1 cited

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…

quant-ph2014★ 140 cited

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…

quant-ph2014★ 100 cited

Implementing quantum control for unknown subroutines

Nicolai Friis, Vedran Dunjko, Wolfgang Dür +1

We present setups for the practical realization of adding control to unknown subroutines, supplementing the existing quantum optical scheme for black-box control with a counterpart…

quant-ph2014★ 193 cited

Quantum speedup for active learning agents

Giuseppe Davide Paparo, Vedran Dunjko, Adi Makmal +2

Can quantum mechanics help us in building intelligent robots and agents? One of the defining characteristics of intelligent behavior is the capacity to learn from experience. Howev…