Quang Minh Hoang
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A unifying framework of anytime sparse Gaussian process regression models with stochastic variational inference for big data
TN Hoang, QM Hoang, BKH Low
International Conference on Machine Learning, 569-578, 2015
632015
A distributed variational inference framework for unifying parallel sparse Gaussian process regression models
TN Hoang, QM Hoang, BKH Low
International Conference on Machine Learning, 382-391, 2016
432016
Decentralized high-dimensional Bayesian optimization with factor graphs
TN Hoang, QM Hoang, R Ouyang, KH Low
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
332018
A generalized stochastic variational Bayesian hyperparameter learning framework for sparse spectrum Gaussian process regression
QM Hoang, TN Hoang, KH Low
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
302017
Collective online learning of Gaussian processes in massive multi-agent systems
TN Hoang, QM Hoang, KH Low, J How
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7850-7857, 2019
212019
Collective model fusion for multiple black-box experts
M Hoang, N Hoang, BKH Low, C Kingsford
International Conference on Machine Learning, 2742-2750, 2019
142019
Optimizing dynamic structures with bayesian generative search
M Hoang, C Kingsford
International Conference on Machine Learning, 4271-4281, 2020
22020
Harvestman: A framework for hierarchical feature learning and selection from whole genome sequencing data
TS Frisby, SJ Baker, G Marçais, QM Hoang, C Kingsford, CJ Langmead
BMC bioinformatics 22 (1), 1-19, 2021
12021
Revisiting the Sample Complexity of Sparse Spectrum Approximation of Gaussian Processes
QM Hoang, TN Hoang, H Pham, DP Woodruff
arXiv preprint arXiv:2011.08432, 2020
2020
Collective Online Learning via Decentralized Gaussian Processes in Massive Multi-Agent Systems
TN Hoang, QM Hoang, KH Low, JP How
arXiv preprint arXiv:1805.09266, 2018
2018
Collective Online Learning of Gaussian Processes in Massive Multi-Agent Systems
T Nghia Hoang, QM Hoang, KH Low, J How
arXiv e-prints, arXiv: 1805.09266, 2018
2018
Decentralized High-Dimensional Bayesian Optimization with Factor Graphs
T Nghia Hoang, QM Hoang, R Ouyang, KH Low
arXiv e-prints, arXiv: 1711.07033, 2017
2017
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