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Vu Nguyen
Vu Nguyen
Senior ML Scientist, Amazon
Geverifieerd e-mailadres voor robots.ox.ac.uk - Homepage
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Bayesian optimization for accelerating hyper-parameter tuning
V Nguyen
IEEE Second International Conference on Artificial Intelligence and …, 2019
1742019
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
1342017
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
1312017
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
1122020
Retrieval Augmented Classification for Long-Tail Visual Recognition
A Long, W Yin, T Ajanthan, V Nguyen, P Purkait, R Garg, A Blair, C Shen, ...
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
1112022
Automated reinforcement learning (autorl): A survey and open problems
J Parker-Holder, R Rajan, X Song, A Biedenkapp, Y Miao, T Eimer, ...
Journal of Artificial Intelligence Research 74, 517-568, 2022
1052022
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
982017
Provably efficient online hyperparameter optimization with population-based bandits
J Parker-Holder, V Nguyen, SJ Roberts
Advances in Neural Information Processing Systems (NeurIPS) 33, 17200-17211, 2020
892020
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
X Wan, V Nguyen, H Ha, B Ru, C Lu, MA Osborne
International Conference on Machine Learning (ICML), 2021
652021
Exploration Enhanced Expected Improvement for Bayesian Optimization
J Berk, V Nguyen, S Gupta, S Rana, S Venkatesh
European Conference on Machine Learning (ECML), 2018
622018
Budgeted batch bayesian optimization
V Nguyen, S Rana, SK Gupta, C Li, S Venkatesh
IEEE International Conference on Data Mining (ICDM), 1107-1112, 2016
60*2016
Knowing the what but not the where in Bayesian optimization
V Nguyen, MA Osborne
International Conference on Machine Learning (ICML), 7317-7326, 2020
512020
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
462014
Bayesian optimization for iterative learning
V Nguyen, S Schulze, MA Osborne
Advances in Neural Information Processing Systems (NeurIPS), 2020
412020
Quantum device fine-tuning using unsupervised embedding learning
NM van Esbroeck, DT Lennon, H Moon, V Nguyen, F Vigneau, ...
New Journal of Physics, 2020
402020
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
S Kessler, V Nguyen, S Zohren, S Roberts
Uncertainty in Artificial Intelligence (UAI), 2021
37*2021
Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation
S Gopakumar, S Gupta, S Rana, V Nguyen, S Venkatesh
Advances in Neural Information Processing Systems (NeurIPS), 5470-5478, 2018
372018
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
352018
Optimal transport kernels for sequential and parallel neural architecture search
V Nguyen, T Le, M Yamada, MA Osborne
International Conference on Machine Learning (ICML), 8084-8095, 2021
342021
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
312018
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Artikelen 1–20