Bayesian Deep Learning on a Quantum Computer

29 June 2018

Papers citing "Bayesian Deep Learning on a Quantum Computer"

9 / 9 papers shown

Title
Bayesian Quantum Orthogonal Neural Networks for Anomaly Detection Natansh Mathur Brian Coyle Nishant Jain Snehal Raj Akshat Tandon Jasper Simon Krauser Rainer Stoessel 27 0 0 25 Apr 2025
Building Continuous Quantum-Classical Bayesian Neural Networks for a Classical Clinical Dataset Alona Sakhnenko Julian Sikora J. M. Lorenz 39 0 0 10 Jun 2024
Accelerating the training of single-layer binary neural networks using the HHL quantum algorithm S. L. Alarcón Cory E. Merkel Martin Hoffnagle Sabrina Ly Alejandro Pozas-Kerstjens 16 5 0 23 Oct 2022
Quantum Bayesian Computation Maria Nareklishvili Vadim Sokolov Jianeng Xu 32 2 0 17 Aug 2022
Optimal Provable Robustness of Quantum Classification via Quantum Hypothesis Testing Maurice Weber Nana Liu Bo-wen Li Ce Zhang Zhikuan Zhao AAML 34 28 0 21 Sep 2020
The prospects of quantum computing in computational molecular biology C. Outeiral M. Strahm Jiye Shi Garrett M. Morris S. Benjamin Charlotte M. Deane 37 177 0 26 May 2020
Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks John Bradshaw A. G. Matthews Zoubin Ghahramani BDL AAML 68 171 0 08 Jul 2017
Learning Unitary Operators with Help From u(n) Stephanie L. Hyland Gunnar Rätsch 91 41 0 17 Jul 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015