Brian Coyle

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Quantum Computing

Kullback Leibler

Top Venues

Publications

Brian Coyle, El Amine Cherrat, Nishant Jain, Natansh Mathur, Snehal Raj, Skander Kazdaghli, Iordanis Kerenidis
Training-efficient density quantum machine learning. CoRR (2024)
Ieva Cepaite, Brian Coyle, Elham Kashefi
A continuous variable Born machine. Quantum Mach. Intell. 4 (1) (2022)
Nishant Jain, Brian Coyle, Elham Kashefi, Niraj Kumar
Graph neural network initialisation of quantum approximate optimisation. Quantum 6 (2022)
Brian Coyle
Machine learning applications for noisy intermediate-scale quantum computers. CoRR (2022)
Nishant Jain, Brian Coyle, Elham Kashefi, Niraj Kumar
Graph neural network initialisation of quantum approximate optimisation. CoRR (2021)
Chiara Leadbeater, Louis Sharrock, Brian Coyle, Marcello Benedetti
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits. CoRR (2021)
Armando Angrisani, Brian Coyle, Elham Kashefi
Probably approximately correct quantum source coding. CoRR (2021)
Chiara Leadbeater, Louis Sharrock, Brian Coyle, Marcello Benedetti
F-Divergences and Cost Function Locality in Generative Modelling with Quantum Circuits. Entropy 23 (10) (2021)
Marcello Benedetti, Brian Coyle, Mattia Fiorentini, Michael Lubasch, Matthias Rosenkranz
Variational inference with a quantum computer. CoRR (2021)
Brian Coyle, Mina Doosti, Elham Kashefi, Niraj Kumar
Variational Quantum Cloning: Improving Practicality for Quantum Cryptanalysis. CoRR (2020)
Brian Coyle, Maxwell Henderson, Justin Chan Jin Le, Niraj Kumar, Marco Paini, Elham Kashefi
Quantum versus Classical Generative Modelling in Finance. CoRR (2020)
Ryan LaRose, Brian Coyle
Robust data encodings for quantum classifiers. CoRR (2020)
Brian Coyle, Elham Kashefi, Matty Hoban
Certified Randomness From Steering Using Sequential Measurements. CoRR (2020)
Brian Coyle, Elham Kashefi, Matty J. Hoban
Certified Randomness From Steering Using Sequential Measurements. Cryptogr. 3 (4) (2019)
Brian Coyle, Daniel Mills, Vincent Danos, Elham Kashefi
The Born Supremacy: Quantum Advantage and Training of an Ising Born Machine. CoRR (2019)
Brian Coyle, Matty J. Hoban, Elham Kashefi
One-Sided Device-Independent Certification of Unbounded Random Numbers. PC@UCNC (2018)