activity
19962023
most citedQuantum Machine Learning

4.7k citations · 53.3k across the 233 of their papers we have counts for

collaborators

237 papers

quant-ph2023

Neural Networks for Programming Quantum Annealers

Samuel Bosch, Bobak Kiani, Rui Yang +2

Quantum machine learning has the potential to enable advances in artificial intelligence, such as solving problems intractable on classical computers. Some fundamental ideas behind…

quant-ph2023★ 14 cited

Improving the speed of variational quantum algorithms for quantum error correction

Fabio Zoratti, Giacomo De Palma, Bobak Kiani +4

We consider the problem of devising a suitable Quantum Error Correction (QEC) procedures for a generic quantum noise acting on a quantum circuit. In general, there is no analytic u…

quant-ph2022★ 8 cited

Operational Quantum Mereology and Minimal Scrambling

Paolo Zanardi, Emanuel Dallas, Faidon Andreadakis +1

In this paper we will attempt to answer the following question: what are the natural quantum subsystems which emerge out of a system's dynamical laws? To answer this question we fi…

quant-ph2022★ 40 cited

Learning efficient decoders for quasi-chaotic quantum scramblers

Lorenzo Leone, Salvatore F. E. Oliviero, Seth Lloyd +1

Scrambling of quantum information is an important feature at the root of randomization and benchmarking protocols, the onset of quantum chaos, and black-hole physics. Unscrambling…

quant-ph2022★ 32 cited

Unscrambling Quantum Information with Clifford decoders

Salvatore F. E. Oliviero, Lorenzo Leone, Seth Lloyd +1

Quantum information scrambling is a unitary process that destroys local correlations and spreads information throughout the system, effectively hiding it in nonlocal degrees of fre…

quant-ph2022★ 31 cited

Efficient classical algorithms for simulating symmetric quantum systems

Eric R. Anschuetz, Andreas Bauer, Bobak T. Kiani +1

In light of recently proposed quantum algorithms that incorporate symmetries in the hope of quantum advantage, we show that with symmetries that are restrictive enough, classical a…