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Vu Nguyen
Vu Nguyen
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Title
Cited by
Cited by
Year
High Dimensional Bayesian Optimization Using Dropout
C Li, S Gupta, S Rana, V Nguyen, S Venkatesh, A Shilton
International Joint Conference on Artificial Intelligence (IJCAI), 2096-2102, 2017
902017
High Dimensional Bayesian Optimization with Elastic Gaussian Process
S Rana, C Li, S Gupta, V Nguyen, S Venkatesh
International Conference on Machine Learning (ICML), 2883-2891, 2017
762017
Regret for expected improvement over the best-observed value and stopping condition
V Nguyen, S Gupta, S Rana, C Li, S Venkatesh
Asian Conference on Machine Learning (ACML), 279-294, 2017
472017
Budgeted batch bayesian optimization
V Nguyen, S Rana, SK Gupta, C Li, S Venkatesh
IEEE International Conference on Data Mining (ICDM), 1107-1112, 2016
40*2016
Bayesian optimisation over multiple continuous and categorical inputs
B Ru, AS Alvi, V Nguyen, MA Osborne, SJ Roberts
International Conference on Machine Learning (ICML), 8276-8285, 2020
382020
Bayesian nonparametric multilevel clustering with group-level contexts
V Nguyen, D Phung, XL Nguyen, S Venkatesh, HH Bui
International Conference on Machine Learning (ICML), 288-296, 2014
372014
Bayesian optimization for accelerating hyper-parameter tuning
V Nguyen
IEEE Second International Conference on Artificial Intelligence and …, 2019
312019
Dual Space Gradient Descent for Online Learning
T Le, T Nguyen, V Nguyen, D Phung
Advances in Neural Information Processing Systems (NeurIPS), 4583-4591, 2016
282016
Exploration Enhanced Expected Improvement for Bayesian Optimization
J Berk, V Nguyen, S Gupta, S Rana, S Venkatesh
European Conference on Machine Learning (ECML), 2018
262018
Nonparametric budgeted stochastic gradient descent
T Le, V Nguyen, TD Nguyen, D Phung
Artificial Intelligence and Statistics (AISTATS), 654-572, 2016
262016
Knowing the what but not the where in Bayesian optimization
V Nguyen, MA Osborne
International Conference on Machine Learning (ICML), 7317-7326, 2020
232020
Provably efficient online hyperparameter optimization with population-based bandits
J Parker-Holder, V Nguyen, SJ Roberts
Advances in Neural Information Processing Systems 33, 17200-17211, 2020
22*2020
Filtering Bayesian optimization approach in weakly specified search space
V Nguyen, S Gupta, S Rana, C Li, S Venkatesh
Knowledge and Information Systems 60 (1), 385-413, 2018
192018
Gogp: Fast online regression with gaussian processes
T Le, K Nguyen, V Nguyen, TD Nguyen, D Phung
IEEE International Conference on Data Mining (ICDM), 257-266, 2017
19*2017
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
S Kessler, V Nguyen, S Zohren, S Roberts
Uncertainty in Artificial Intelligence (UAI), 2021
16*2021
Accelerating experimental design by incorporating experimenter hunches
C Li, S Rana, S Gupta, V Nguyen, S Venkatesh, A Sutti, D Rubin, T Slezak, ...
IEEE International Conference on Data Mining (ICDM), 257--266, 2018
162018
Approximation vector machines for large-scale online learning
T Le, TD Nguyen, V Nguyen, D Phung
The Journal of Machine Learning Research (JMLR) 18 (1), 3962-4016, 2017
162017
A Bayesian nonparametric approach for multi-label classification
V Nguyen, S Gupta, S Rana, C Li, S Venkatesh
Asian Conference on Machine Learning (ACML), 254-269, 2016
162016
Budgeted Semi-supervised Support Vector Machine.
T Le, P Duong, M Dinh, TD Nguyen, V Nguyen, DQ Phung
Uncertainty in Artificial Intelligence (UAI), 377-386, 2016
162016
Quantum device fine-tuning using unsupervised embedding learning
NM van Esbroeck, DT Lennon, H Moon, V Nguyen, F Vigneau, ...
New Journal of Physics, 2020
142020
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