output
20162026
most citedQuantum machine learning in feature Hilbert spaces

1.8k citations

Showing 2019Show all

18 papers · 1 filter

physics.comp-ph2019★ 415 cited

Octopus, a computational framework for exploring light-driven phenomena and quantum dynamics in extended and finite systems

Nicolas Tancogne-Dejean, Micael J. T. Oliveira, Xavier Andrade +31

Over the last years extraordinary advances in experimental and theoretical tools have allowed us to monitor and control matter at short time and atomic scales with a high-degree of…

quant-ph2019★ 114 cited

Applications of Near-Term Photonic Quantum Computers: Software and Algorithms

Thomas R. Bromley, Juan Miguel Arrazola, Soran Jahangiri +7

Gaussian Boson Sampling (GBS) is a near-term platform for photonic quantum computing. Recent efforts have led to the discovery of GBS algorithms with applications to graph-based pr…

quant-ph2019★ 427 cited

Transfer learning in hybrid classical-quantum neural networks

Andrea Mari, Thomas R. Bromley, Josh Izaac +2

We extend the concept of transfer learning, widely applied in modern machine learning algorithms, to the emerging context of hybrid neural networks composed of classical and quantu…

physics.optics2019★ 15 cited

Stimulated Four-Wave Mixing in Linearly Uncoupled Resonators

K. Tan, M. Menotti, Z. Vernon +3

We experimentally demonstrate stimulated four-wave mixing in two linearly uncoupled integrated SiN micro-resonators. In our structure the resonance combs of each resonator…

quant-ph2019★ 23 cited

Degenerate Squeezing in Waveguides: A Unified Theoretical Approach

L. G. Helt, N. Quesada

We consider pulsed-pump spontaneous parametric downconversion (SPDC) as well as pulsed single- and dual-pump spontaneous four-wave mixing processes in waveguides within a unified H…

quant-ph2019★ 31 cited

Constructions of k-uniform and absolutely maximally entangled states beyond maximum distance codes

Zahra Raissi, Adam Teixido, Christian Gogolin +1

Pure multipartite quantum states of n parties and local dimension q are called k-uniform if all reductions to k parties are maximally mixed. These states are relevant for our under…