Optimal learning of quantum Hamiltonians from high-temperature Gibbs states

10 August 2021

Papers citing "Optimal learning of quantum Hamiltonians from high-temperature Gibbs states"

7 / 7 papers shown

Title
Efficient Hamiltonian, structure and trace distance learning of Gaussian states Marco Fanizza Cambyse Rouzé Daniel Stilck França 58 6 0 05 Nov 2024
Sample-efficient learning of quantum many-body systems Anurag Anshu Srinivasan Arunachalam Tomotaka Kuwahara Mehdi Soleimanifar 49 119 0 15 Apr 2020
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 39 111 0 24 May 2016
Efficiently learning Ising models on arbitrary graphs Guy Bresler 68 203 0 22 Nov 2014
Information-theoretic limits of selecting binary graphical models in high dimensions N. Santhanam Martin J. Wainwright 130 204 0 16 May 2009
Reconstruction of Markov Random Fields from Samples: Some Easy Observations and Algorithms Guy Bresler Elchanan Mossel Allan Sly 93 159 0 10 Dec 2007