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Quang Minh Hoang
Publication Activity (10 Years)
Years Active: 2015-2021
Publications (10 Years): 11
Top Topics
E Learning
Hyperparameters
Variational Inference
Gaussian Process
Top Venues
CoRR
ICML
AAAI
BMC Bioinform.
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Publications
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Trevor S. Frisby
,
Shawn J. Baker
,
Guillaume Marçais
,
Quang Minh Hoang
,
Carl Kingsford
,
Christopher J. Langmead
Harvestman: a framework for hierarchical feature learning and selection from whole genome sequencing data.
BMC Bioinform.
22 (1) (2021)
Quang Minh Hoang
,
Nghia Hoang
,
Hai Pham
,
David P. Woodruff
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes.
NeurIPS
(2020)
Quang Minh Hoang
,
Trong Nghia Hoang
,
Hai Pham
,
David P. Woodruff
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes.
CoRR
(2020)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Kian Hsiang Low
,
Jonathan P. How
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems.
AAAI
(2019)
Quang Minh Hoang
,
Trong Nghia Hoang
,
Bryan Kian Hsiang Low
,
Carl Kingsford
Collective Model Fusion for Multiple Black-Box Experts.
ICML
(2019)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Ruofei Ouyang
,
Kian Hsiang Low
Decentralized High-Dimensional Bayesian Optimization With Factor Graphs.
AAAI
(2018)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Kian Hsiang Low
,
Jonathan P. How
Collective Online Learning via Decentralized Gaussian Processes in Massive Multi-Agent Systems.
CoRR
(2018)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Ruofei Ouyang
,
Kian Hsiang Low
Decentralized High-Dimensional Bayesian Optimization with Factor Graphs.
CoRR
(2017)
Quang Minh Hoang
,
Trong Nghia Hoang
,
Kian Hsiang Low
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression.
AAAI
(2017)
Quang Minh Hoang
,
Trong Nghia Hoang
,
Kian Hsiang Low
A Generalized Stochastic Variational Bayesian Hyperparameter Learning Framework for Sparse Spectrum Gaussian Process Regression.
CoRR
(2016)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Bryan Kian Hsiang Low
A Distributed Variational Inference Framework for Unifying Parallel Sparse Gaussian Process Regression Models.
ICML
(2016)
Trong Nghia Hoang
,
Quang Minh Hoang
,
Bryan Kian Hsiang Low
A Unifying Framework of Anytime Sparse Gaussian Process Regression Models with Stochastic Variational Inference for Big Data.
ICML
(2015)