4.6 Article

Estimating Gibbs partition function with quantum Clifford sampling

Related references

Note: Only part of the references are listed.
Article Multidisciplinary Sciences

Cost function dependent barren plateaus in shallow parametrized quantum circuits

M. Cerezo et al.

Summary: In this study, the authors rigorously prove that defining cost functions with local observables can avoid the barren plateau problem, while defining them with global observables leads to exponentially vanishing gradients. The results indicate a connection between locality and trainability in variational quantum algorithms (VQAs).

NATURE COMMUNICATIONS (2021)

Article Physics, Multidisciplinary

Quantum advantage for computations with limited space

Dmitri Maslov et al.

Summary: Quantum computers show theoretical advantage over classical computations in solving certain problems by restricting computational power. Experimental demonstrations have shown that quantum circuits can compute symmetric Boolean functions more accurately than classical computations with limited success probability. This suggests the potential for space-time trade-offs exploration in quantum circuits.

NATURE PHYSICS (2021)

Article Physics, Multidisciplinary

Predicting many properties of a quantum system from very few measurements

Hsin-Yuan Huang et al.

NATURE PHYSICS (2020)

Article Multidisciplinary Sciences

Hartree-Fock on a superconducting qubit quantum computer

SCIENCE (2020)

Article Multidisciplinary Sciences

Error mitigation extends the computational reach of a noisy quantum processor

Abhinav Kandala et al.

NATURE (2019)

Article Quantum Science & Technology

Variational ansatz-based quantum simulation of imaginary time evolution

Sam McArdle et al.

NPJ QUANTUM INFORMATION (2019)

Article Quantum Science & Technology

Hamiltonian Simulation by Qubitization

Guang Hao Low et al.

QUANTUM (2019)

Article Quantum Science & Technology

AN INITIALIZATION STRATEGY FOR ADDRESSING BARREN PLATEAUS IN PARAMETRIZED QUANTUM CIRCUITS

Edward Grant et al.

QUANTUM (2019)

Article Multidisciplinary Sciences

Quantum advantage with shallow circuits

Sergey Bravyi et al.

SCIENCE (2018)

Article Multidisciplinary Sciences

Barren plateaus in quantum neural network training landscapes

Jarrod R. McClean et al.

NATURE COMMUNICATIONS (2018)

Article Physics, Multidisciplinary

Efficient quantum circuits for Szegedy quantum walks

T. Loke et al.

ANNALS OF PHYSICS (2017)

Article Multidisciplinary Sciences

Efficient quantum walk on a quantum processor

Xiaogang Qiang et al.

NATURE COMMUNICATIONS (2016)

Article Multidisciplinary Sciences

Quantum speedup of Monte Carlo methods

Ashley Montanaro

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2015)

Article Mathematics, Applied

A Partial Derandomization of PhaseLift Using Spherical Designs

D. Gross et al.

JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS (2015)

Article Multidisciplinary Sciences

A quantum-quantum Metropolis algorithm

Man-Hong Yung et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2012)

Article Multidisciplinary Sciences

Quantum Metropolis sampling

K. Temme et al.

NATURE (2011)

Article Computer Science, Hardware & Architecture

Adaptive Simulated Annealing: A Near-Optimal Connection between Sampling and Counting

Daniel Stefankovic et al.

JOURNAL OF THE ACM (2009)