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Hyungil Moon
ORCID
Publication Activity (10 Years)
Years Active: 2015-2020
Publications (10 Years): 7
Top Topics
Piecewise Smooth
Fine Tune
Human Experts
Stochastic Process
Top Venues
CoRR
Comput. Vis. Image Underst.
J. Oper. Res. Soc.
WSC
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Publications
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V. Nguyen
,
S. B. Orbell
,
Dominic T. Lennon
,
Hyungil Moon
,
Florian Vigneau
,
Leon C. Camenzind
,
Liuqi Yu
,
Dominik M. Zumbühl
,
G. Andrew D. Briggs
,
Michael A. Osborne
,
Dino Sejdinovic
,
Natalia Ares
Deep Reinforcement Learning for Efficient Measurement of Quantum Devices.
CoRR
(2020)
Hyungil Moon
,
Dominic T. Lennon
,
James Kirkpatrick
,
Nina M. van Esbroeck
,
Leon C. Camenzind
,
Liuqi Yu
,
Florian Vigneau
,
Dominik M. Zumbühl
,
G. Andrew D. Briggs
,
Michael A. Osborne
,
Dino Sejdinovic
,
Edward A. Laird
,
Natalia Ares
Machine learning enables completely automatic tuning of a quantum device faster than human experts.
CoRR
(2020)
Nina M. van Esbroeck
,
Dominic T. Lennon
,
Hyungil Moon
,
V. Nguyen
,
Florian Vigneau
,
Leon C. Camenzind
,
Liuqi Yu
,
Dominik M. Zumbühl
,
G. Andrew D. Briggs
,
Dino Sejdinovic
,
Natalia Ares
Quantum device fine-tuning using unsupervised embedding learning.
CoRR
(2020)
Dominic T. Lennon
,
Hyungil Moon
,
Leon C. Camenzind
,
Liuqi Yu
,
Dominik M. Zumbühl
,
G. Andrew D. Briggs
,
Michael A. Osborne
,
Edward A. Laird
,
Natalia Ares
Efficiently measuring a quantum device using machine learning.
CoRR
(2018)
Donghyun Kim
,
Hyungil Moon
,
Donghyun Park
,
Hayong Shin
An efficient approximate solution for stochastic Lanchester models.
J. Oper. Res. Soc.
68 (11) (2017)
Hyungil Moon
,
Geonhwan Ju
,
Seyoun Park
,
Hayong Shin
3D freehand ultrasound reconstruction using a piecewise smooth Markov random field.
Comput. Vis. Image Underst.
151 (2016)
Donghyun Kim
,
Hyungil Moon
,
Donghyun Park
,
Hayong Shin
A fast approximation of an inhomogeneous stochastic lanchester model.
WSC
(2015)