Suivre
Vu Nguyen
Vu Nguyen
Amazon
Adresse e-mail validée de robots.ox.ac.uk - Page d'accueil
Titre
Citée par
Citée par
Année
Bayesian optimization for accelerating hyper-parameter tuning
V Nguyen
IEEE Second International Conference on Artificial Intelligence and …, 2019
1292019
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
1222017
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
1212017
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
912020
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
912017
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
782022
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
762020
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
752022
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
572021
Exploration Enhanced Expected Improvement for Bayesian Optimization
J Berk, V Nguyen, S Gupta, S Rana, S Venkatesh
European Conference on Machine Learning (ECML), 2018
542018
Knowing the what but not the where in Bayesian optimization
V Nguyen, MA Osborne
International Conference on Machine Learning (ICML), 7317-7326, 2020
462020
Budgeted batch bayesian optimization
V Nguyen, S Rana, SK Gupta, C Li, S Venkatesh
IEEE International Conference on Data Mining (ICDM), 1107-1112, 2016
452016
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
442014
Quantum device fine-tuning using unsupervised embedding learning
NM van Esbroeck, DT Lennon, H Moon, V Nguyen, F Vigneau, ...
New Journal of Physics, 2020
372020
Hierarchical Indian Buffet Neural Networks for Bayesian Continual Learning
S Kessler, V Nguyen, S Zohren, S Roberts
Uncertainty in Artificial Intelligence (UAI), 2021
32*2021
Bayesian optimization for iterative learning
V Nguyen, S Schulze, MA Osborne
Advances in Neural Information Processing Systems (NeurIPS), 2020
322020
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
322018
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
312021
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
312018
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
282018
Le système ne peut pas réaliser cette opération maintenant. Veuillez réessayer plus tard.
Articles 1–20