Stefano Pirandola

TL;DR: In this article, a link between quantum classication and quantum information theory is established, by showing that the accuracy and generalization capability of quantum classiers depend on the (Renyi) mutual informations between the quantum state space Q and the classical parameter space X or class space C.

TL;DR: In this paper, the secret key rates in the terahertz (THz) regime were derived and compared against realistic collective attacks against the Edholm's law of bandwidth.

TL;DR: In this article, the authors combine machine-learning tools and the theory of quantum entanglement to perform ententlement classification for multipartite qubit systems in pure states, using a parameterisation of quantum systems using artificial neural networks in a restricted Boltzmann machine architecture, known as Neural Network Quantum States.

TL;DR: In this paper, a continuous-variable dense coding scheme using entangled light generated from a membrane-in-the-middle geometry was proposed, where the mechanical resonator is assumed to be a high reflectivity membrane hung inside a high quality factor cavity, which is able to generate an amount of entanglement between the optical modes at the output of the cavity.

TL;DR: This work characterize the set of channels that are generated assuming the Choi matrix of an amplitude damping channel as a resource state and identifies a class of Pauli-damping channels for which the two-way quantum and private capacities are bound.