activity
20152023
most citedMachine learning-based classification of vector vortex beams

150 citations · 630 across the 19 of their papers we have counts for

collaborators

19 papers

quant-ph2023

Classification of quantum states of light using random measurements through a multimode fiber

Saroch Leedumrongwatthanakun, Luca Innocenti, Alessandro Ferraro +2

Extracting meaningful information about unknown quantum states without performing a full tomography is an important task. Low-dimensional projections and random measurements can pr…

quant-ph2023★ 42 cited

Experimental property-reconstruction in a photonic quantum extreme learning machine

Alessia Suprano, Danilo Zia, Luca Innocenti +10

Recent developments have led to the possibility of embedding machine learning tools into experimental platforms to address key problems, including the characterization of the prope…

quant-ph2023★ 9 cited

Quantum scrambling via accessible tripartite information

Gabriele Lo Monaco, Luca Innocenti, Dario Cilluffo +3

Quantum information scrambling (QIS), from the perspective of quantum information theory, is generally understood as local non-retrievability of information evolved through some dy…

quant-ph2023★ 25 cited

Shadow tomography on general measurement frames

Luca Innocenti, Salvatore Lorenzo, Ivan Palmisano +4

We provide a new perspective on shadow tomography by demonstrating its deep connections with the general theory of measurement frames. By showing that the formalism of measurement…

quant-ph2022★ 6 cited

The meaning of redundancy and consensus in quantum objectivity

Diana A. Chisholm, Luca Innocenti, G. Massimo Palma

While the terms "redundancy" and "consensus" are often used as synonyms in the context of quantum objectivity, we show here that these should be understood as two related but disti…

quant-ph2022★ 8 cited

Coherence-based operational nonclassicality criteria

Luca Innocenti, Lukas Lachman, Radim Filip

The nonclassicality of quantum states is a fundamental resource for quantum technologies and quantum information tasks in general. In particular, a pivotal aspect of quantum states…

quant-ph2022★ 58 cited

Potential and limitations of quantum extreme learning machines

Luca Innocenti, Salvatore Lorenzo, Ivan Palmisano +3

Quantum reservoir computers (QRC) and quantum extreme learning machines (QELM) aim to efficiently post-process the outcome of fixed -- generally uncalibrated -- quantum devices to…

quant-ph2022★ 20 cited

Regression of high dimensional angular momentum states of light

Danilo Zia, Riccardo Checchinato, Alessia Suprano +7

The Orbital Angular Momentum (OAM) of light is an infinite-dimensional degree of freedom of light with several applications in both classical and quantum optics. However, to fully…

quant-ph2022★ 22 cited

Enhanced detection techniques of Orbital Angular Momentum states in the classical and quantum regimes

Alessia Suprano, Danilo Zia, Emanuele Polino +6

The Orbital Angular Momentum (OAM) of light has been at the center of several classical and quantum applications for imaging, information processing and communication. However, the…

quant-ph2022★ 23 cited

Dynamical learning of a photonics quantum-state engineering process

Alessia Suprano, Danilo Zia, Emanuele Polino +6

Experimentally engineering high-dimensional quantum states is a crucial task for several quantum information protocols. However, a high degree of precision in the characterization…

quant-ph2020★ 1 cited

Entanglement transfer, accumulation and retrieval via quantum-walk-based qubit-qudit dynamics

Taira Giordani, Luca Innocenti, Alessia Suprano +5

The generation and control of quantum correlations in high-dimensional systems is a major challenge in the present landscape of quantum technologies. Achieving such non-classical h…

quant-ph2020★ 12 cited

Ultrafast critical ground state preparation via bang-bang protocols

Luca Innocenti, Gabriele De Chiara, Mauro Paternostro +1

The fast and faithful preparation of the ground state of quantum systems is a challenging task but crucial for several applications in the realm of quantum-based technologies. Deco…

quant-ph2020★ 21 cited

Nonclassicality detection from few Fock-state probabilities

Luca Innocenti, Lukáš Lachman, Radim Filip

We devise a new class of criteria to certify the nonclassicality of photon- and phonon-number statistics. Our criteria extend and strengthen the broadly used Klyshko's criteria, wh…

quant-ph2020★ 150 cited

Machine learning-based classification of vector vortex beams

Taira Giordani, Alessia Suprano, Emanuele Polino +6

Structured light is attracting significant attention for its diverse applications in both classical and quantum optics. The so-called vector vortex beams display peculiar propertie…

quant-ph2018★ 107 cited

Experimental engineering of arbitrary qudit states with discrete-time quantum walks

Taira Giordani, Emanuele Polino, Sabrina Emiliani +8

The capability to generate and manipulate quantum states in high-dimensional Hilbert spaces is a crucial step for the development of quantum technologies, from quantum communicatio…

quant-ph2018★ 28 cited

Supervised learning of time-independent Hamiltonians for gate design

Luca Innocenti, Leonardo Banchi, Alessandro Ferraro +2

We present a general framework to tackle the problem of finding time-independent dynamics generating target unitary evolutions. We show that this problem is equivalently stated as…

quant-ph2017★ 52 cited

Quantum state engineering using one-dimensional discrete-time quantum walks

Luca Innocenti, Helena Majury, Taira Giordani +4

Quantum state preparation in high-dimensional systems is an essential requirement for many quantum-technology applications. The engineering of an arbitrary quantum state is, howeve…

quant-ph2017★ 43 cited

Experimental generalized quantum suppression law in Sylvester interferometers

Niko Viggianiello, Fulvio Flamini, Luca Innocenti +8

Photonic interference is a key quantum resource for optical quantum computation, and in particular for so-called boson sampling machines. In interferometers with certain symmetries…

quant-ph2015★ 3 cited

Quantum suppression law in a 3-D photonic chip implementing the Fast Fourier Transform

Andrea Crespi, Roberto Osellame, Roberta Ramponi +7

The identification of phenomena able to pinpoint quantum interference is attracting large interest. Indeed, a generalization of the Hong-Ou-Mandel effect valid for any number of ph…