Sample-efficient learning of quantum many-body systems

15 April 2020

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

11 / 11 papers shown

Title
Quantum thermodynamics and semi-definite optimization Nana Liu Michele Minervini Dhrumil Patel Mark M. Wilde 52 0 0 07 May 2025
Structure learning of Hamiltonians from real-time evolution Ainesh Bakshi Allen Liu Ankur Moitra Ewin Tang 54 13 0 30 Apr 2024
Predicting Many Properties of a Quantum System from Very Few Measurements Hsin-Yuan Huang R. Kueng J. Preskill 48 1,100 0 18 Feb 2020
Quantum Hamiltonian-Based Models and the Variational Quantum Thermalizer Algorithm Guillaume Verdon Jacob A. Marks Sasha Nanda Stefan Leichenauer Jack Hidary DRL 45 99 0 04 Oct 2019
Generative training of quantum Boltzmann machines with hidden units N. Wiebe Leonard Wossnig 36 35 0 23 May 2019
Learning Graphical Models Using Multiplicative Weights Adam R. Klivans Raghu Meka 53 113 0 20 Jun 2017
Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models Marc Vuffray Sidhant Misra A. Lokhov Michael Chertkov 41 111 0 24 May 2016
Quantum Deep Learning N. Wiebe Ashish Kapoor K. Svore AI4CE 110 220 0 10 Dec 2014
Efficiently learning Ising models on arbitrary graphs Guy Bresler 71 203 0 22 Nov 2014
Computational Implications of Reducing Data to Sufficient Statistics Andrea Montanari 49 38 0 12 Sep 2014
Information-theoretic limits of selecting binary graphical models in high dimensions N. Santhanam Martin J. Wainwright 132 204 0 16 May 2009