Cuong V. Nguyen
Cuong V. Nguyen
Amazon Web Services (AWS)
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TitelCiteras avÅr
Variational Continual Learning
CV Nguyen, Y Li, TD Bui, RE Turner
International Conference on Learning Representations, 2018
1032018
Mel-frequency Cepstral Coefficients for Eye Movement Identification
NV Cuong, V Dinh, LST Ho
International Conference on Tools with Artificial Intelligence, 2012
342012
Conditional Random Field with High-order Dependencies for Sequence Labeling and Segmentation
NV Cuong, N Ye, WS Lee, HL Chieu
Journal of Machine Learning Research 15, 981-1009, 2014
302014
Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion
NV Cuong, WS Lee, N Ye, KMA Chai, HL Chieu
Advances in Neural Information Processing Systems, 1457-1465, 2013
242013
Streaming sparse Gaussian process approximations
TD Bui, C Nguyen, RE Turner
Advances in Neural Information Processing Systems, 3299-3307, 2017
222017
Near-optimal Adaptive Pool-based Active Learning with General Loss
NV Cuong, WS Lee, N Ye
Uncertainty in Artificial Intelligence (UAI), 2014
192014
Accelerated Randomized Mirror Descent Algorithms for Composite Non-strongly Convex Optimization
LTK Hien, CV Nguyen, H Xu, C Lu, J Feng
Journal of Optimization Theory and Applications, 1-26, 2019
16*2019
Semi-Markov conditional random field with high-order features
VC Nguyen, N Ye, WS Lee, HL Chieu
ICML Workshop on Structured Sparsity: Learning and Inference, 2011
142011
Scholarly Document Information Extraction using Extensible Features for Efficient Higher Order Semi-CRFs
NV Cuong, MK Chandrasekaran, MY Kan, WS Lee
Joint Conference on Digital Libraries, 2015
112015
Learning From Non-iid Data: Fast Rates for the One-vs-All Multiclass Plug-in Classifiers
V Dinh, LST Ho, NV Cuong, D Nguyen, BT Nguyen
Conference on Theory and Applications of Models of Computation, 2015
82015
Generalization and robustness of batched weighted average algorithm with V-geometrically ergodic Markov data
NV Cuong, LST Ho, V Dinh
International Conference on Algorithmic Learning Theory, 264-278, 2013
72013
Robustness of Bayesian Pool-based Active Learning Against Prior Misspecification
NV Cuong, N Ye, WS Lee
AAAI Conference on Artificial Intelligence, 2016
42016
Adaptive maximization of pointwise submodular functions with budget constraint
N Cuong, H Xu
Advances in neural information processing systems, 1244-1252, 2016
42016
Improving and Understanding Variational Continual Learning
S Swaroop, CV Nguyen, TD Bui, RE Turner
arXiv preprint arXiv:1905.02099, 2019
32019
Online Variational Bayesian Inference: Algorithms for Sparse Gaussian Processes and Theoretical Bounds
CV Nguyen, TD Bui, Y Li, RE Turner
ICML 2017 Time Series Workshop, 2017
32017
Semi-supervised Learning for Vietnamese Named Entity Recognition using Online Conditional Random Fields
QH Pham, ML Nguyen, BT Nguyen, NV Cuong
ACL-IJCNLP 2015 Named Entities Workshop, 2015
32015
Toward understanding catastrophic forgetting in continual learning
CV Nguyen, A Achille, M Lam, T Hassner, V Mahadevan, S Soatto
arXiv preprint arXiv:1908.01091, 2019
22019
Partitioned Variational Inference: A unified framework encompassing federated and continual learning
TD Bui, CV Nguyen, S Swaroop, RE Turner
arXiv preprint arXiv:1811.11206, 2018
22018
Transferability and Hardness of Supervised Classification Tasks
AT Tran, CV Nguyen, T Hassner
Proceedings of the IEEE International Conference on Computer Vision, 1395-1405, 2019
12019
Near-optimality and Robustness of Greedy Algorithms for Bayesian Pool-based Active Learning
NV Cuong
National University of Singapore, 2015
12015
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Artiklar 1–20