Sample-efficient learning of quantum many-body systems

Sample-efficient learning of quantum many-body systems

15 April 2020

Srinivasan Arunachalam

Tomotaka Kuwahara

Mehdi Soleimanifar

Papers citing "Sample-efficient learning of quantum many-body systems"

12 / 12 papers shown

Title
Quantum thermodynamics and semi-definite optimization Nana Liu Michele Minervini Dhrumil Patel Mark M. Wilde 31 0 0 07 May 2025
Structure learning of Hamiltonians from real-time evolution Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang 32 13 0 30 Apr 2024
Learning shallow quantum circuits Hsin-Yuan Huang Yunchao Liu Michael Broughton Isaac Kim Anurag Anshu Zeph Landau Jarrod R. McClean 37 27 0 18 Jan 2024
Learning finitely correlated states: stability of the spectral reconstruction Marco Fanizza Niklas Galke Josep Lumbreras Cambyse Rouzé Andreas Winter 37 6 0 12 Dec 2023
Provable learning of quantum states with graphical models Liming Zhao Naixu Guo Maohui Luo Patrick Rebentrost 36 3 0 17 Sep 2023
A survey on the complexity of learning quantum states Anurag Anshu Srinivasan Arunachalam 34 67 0 31 May 2023
The power and limitations of learning quantum dynamics incoherently Sofiene Jerbi Joe Gibbs Manuel S. Rudolph Matthias C. Caro Patrick J. Coles Hsin-Yuan Huang Zoë Holmes 34 14 0 22 Mar 2023
Learning Quantum Processes and Hamiltonians via the Pauli Transfer Matrix Matthias C. Caro 29 41 0 08 Dec 2022
Quantum-probabilistic Hamiltonian learning for generative modelling & anomaly detection Jack Y. Araz M. Spannowsky 22 13 0 07 Nov 2022
Scalably learning quantum many-body Hamiltonians from dynamical data Frederik Wilde A. Kshetrimayum I. Roth D. Hangleiter R. Sweke Jens Eisert AI4CE 18 28 0 28 Sep 2022
Active Learning of Quantum System Hamiltonians yields Query Advantage Arko Dutt E. Pednault C. Wu S. Sheldon J. Smolin L. Bishop I. Chuang 22 11 0 29 Dec 2021
Optimal learning of quantum Hamiltonians from high-temperature Gibbs states Jeongwan Haah Robin Kothari Ewin Tang 18 68 0 10 Aug 2021