Variational inference with a quantum computer

Variational inference with a quantum computer

11 March 2021

Marcello Benedetti

Mattia Fiorentini

Matthias Rosenkranz

Papers citing "Variational inference with a quantum computer"

11 / 11 papers shown

Title
Tensor tree learns hidden relational structures in data to construct generative models Kenji Harada Tsuyoshi Okubo Naoki Kawashima 23 3 0 20 Aug 2024
Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset Alona Sakhnenko Julian Sikora J. M. Lorenz 28 0 0 10 Jun 2024
Machine Learning for Quantum Computing Specialists Daniel Charles Goldsmith M. M. H. Mahmud VLM 21 2 0 29 Apr 2024
Bayesian Learning of Parameterised Quantum Circuits Samuel Duffield Marcello Benedetti Matthias Rosenkranz 14 11 0 15 Jun 2022
Quantum-Aided Meta-Learning for Bayesian Binary Neural Networks via Born Machines I. Nikoloska Osvaldo Simeone AI4CE 11 3 0 31 Mar 2022
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits Chiara Leadbeater Louis Sharrock Brian Coyle Marcello Benedetti 18 11 0 08 Oct 2021
Information-theoretic bounds on quantum advantage in machine learning Hsin-Yuan Huang R. Kueng J. Preskill 63 213 0 07 Jan 2021
Connecting ansatz expressibility to gradient magnitudes and barren plateaus Zoë Holmes Kunal Sharma M. Cerezo Patrick J. Coles 120 420 0 06 Jan 2021
Noise-Induced Barren Plateaus in Variational Quantum Algorithms Samson Wang Enrico Fontana M. Cerezo Kunal Sharma A. Sone L. Cincio Patrick J. Coles 124 654 0 28 Jul 2020
Quantum Annealing for Variational Bayes Inference Issei Sato Kenichi Kurihara Shu Tanaka Hiroshi Nakagawa S. Miyashita 31 20 0 09 Aug 2014
MCMC using Hamiltonian dynamics Radford M. Neal 185 3,262 0 09 Jun 2012