4.7 Article

The Born supremacy: quantum advantage and training of an Ising Born machine

相关参考文献

注意:仅列出部分参考文献,下载原文获取全部文献信息。
Article Automation & Control Systems

The multimarginal optimal transport formulation of adversarial multiclass classification

Nicolas Garcia Trillos et al.

Summary: This study examines a family of adversarial multiclass classification problems and provides equivalent reformulations using two different approaches. The results reveal the geometric structure of these problems and extend previous findings in binary classification. Furthermore, computational implications suggest that our solutions can recover optimal classification rules and adversarial strategies for the original problem.

JOURNAL OF MACHINE LEARNING RESEARCH (2023)

Article Multidisciplinary Sciences

Supervised learning with quantum-enhanced feature spaces

Vojtech Havlicek et al.

NATURE (2019)

Article Physics, Multidisciplinary

Sample Complexity of Device-Independently Certified Quantum Supremacy

Dominik Hangleiter et al.

PHYSICAL REVIEW LETTERS (2019)

Article Quantum Science & Technology

A generative modeling approach for benchmarking and training shallow quantum circuits

Marcello Benedetti et al.

NPJ QUANTUM INFORMATION (2019)

Article Multidisciplinary Sciences

Quantum supremacy using a programmable superconducting processor

Frank Arute et al.

NATURE (2019)

Review Quantum Science & Technology

Parameterized quantum circuits as machine learning models

Marcello Benedetti et al.

QUANTUM SCIENCE AND TECHNOLOGY (2019)

Article Optics

Generative model benchmarks for superconducting qubits

Kathleen E. Hamilton et al.

PHYSICAL REVIEW A (2019)

Article Quantum Science & Technology

Quantum-assisted quantum compiling

Sumeet Khatri et al.

QUANTUM (2019)

Article Optics

Learning and inference on generative adversarial quantum circuits

Jinfeng Zeng et al.

PHYSICAL REVIEW A (2019)

Article Optics

Evaluating analytic gradients on quantum hardware

Maria Schuld et al.

PHYSICAL REVIEW A (2019)

Article Physics, Multidisciplinary

Characterizing quantum supremacy in near-term devices

Sergio Boixo et al.

NATURE PHYSICS (2018)

Article Physics, Multidisciplinary

Quantum Generative Adversarial Learning

Seth Lloyd et al.

PHYSICAL REVIEW LETTERS (2018)

Article Multidisciplinary Sciences

A quantum machine learning algorithm based on generative models

X. Gao et al.

SCIENCE ADVANCES (2018)

Article Optics

Differentiable learning of quantum circuit Born machines

Jin-Guo Liu et al.

PHYSICAL REVIEW A (2018)

Article Optics

Quantum circuit learning

K. Mitarai et al.

PHYSICAL REVIEW A (2018)

Article Quantum Science & Technology

Quantum Computing in the NISQ era and beyond

John Preskill

QUANTUM (2018)

Article Optics

Quantum generative adversarial networks

Pierre-Luc Dallaire-Demers et al.

PHYSICAL REVIEW A (2018)

Article Physics, Multidisciplinary

On Wasserstein Two-Sample Testing and Related Families of Nonparametric Tests

Aaditya Ramdas et al.

ENTROPY (2017)

Article Physics, Multidisciplinary

Commuting quantum circuits and complexity of Ising partition functions

Keisuke Fujii et al.

NEW JOURNAL OF PHYSICS (2017)

Article Physics, Multidisciplinary

Quantum Supremacy for Simulating a Translation-Invariant Ising Spin Model

Xun Gao et al.

PHYSICAL REVIEW LETTERS (2017)

Article Quantum Science & Technology

Achieving quantum supremacy with sparse and noisy commuting quantum computations

Michael J. Bremner et al.

QUANTUM (2017)

Article Physics, Multidisciplinary

Average-Case Complexity Versus Approximate Simulation of Commuting Quantum Computations

Michael J. Bremner et al.

PHYSICAL REVIEW LETTERS (2016)

Article Multidisciplinary Sciences

Classical simulation of commuting quantum computations implies collapse of the polynomial hierarchy

Michael J. Bremner et al.

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2011)

Article Physics, Multidisciplinary

Quantum Algorithm for Linear Systems of Equations

Aram W. Harrow et al.

PHYSICAL REVIEW LETTERS (2009)

Article Multidisciplinary Sciences

Temporally unstructured quantum computation

Dan Shepherd et al.

PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2009)

Article Biochemical Research Methods

Integrating structured biological data by Kernel Maximum Mean Discrepancy

Karsten M. Borgwardt et al.

BIOINFORMATICS (2006)