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James T. Kwok
James T. Kwok
Professor of Computer Science and Engineering, Hong Kong University of Science and Technology
Verified email at cse.ust.hk - Homepage
Title
Cited by
Cited by
Year
Domain adaptation via transfer component analysis
SJ Pan, IW Tsang, JT Kwok, Q Yang
IEEE Transactions on Neural Networks 22 (2), 199-210, 2011
50302011
Generalizing from a few examples: A survey on few-shot learning
Y Wang, Q Yao, JT Kwok, LM Ni
ACM Computing Surveys (CSUR) 53 (3), 1-34, 2020
34592020
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
14312005
Core vector machines: Fast SVM training on very large data sets
IW Tsang, JT Kwok, PM Cheung
Journal of Machine Learning Research 6 (Apr), 363-392, 2005
14312005
Transfer Learning via Dimensionality Reduction.
SJ Pan, JT Kwok, Q Yang
AAAI 8, 677-682, 2008
8762008
Constructive algorithms for structure learning in feedforward neural networks for regression problems
Y Kwok
IEEE Transactions on Neural Networks 8 (3), 630-645, 1997
7021997
The pre-image problem in kernel methods
JT Kwok, IW Tsang
ICML, 408-415, 2003
6162003
Combination of images with diverse focuses using the spatial frequency
S Li, JT Kwok, Y Wang
Information fusion 2 (3), 169-176, 2001
5462001
The pre-image problem in kernel methods
Kwok
IEEE Transactions on Neural Networks 15 (6), 1517-1525, 2004
5032004
Asynchronous Distributed ADMM for Consensus Optimization
R Zhang, J Kwok
Proceedings of the 31st International Conference on Machine Learning (ICML …, 2014
4872014
Improved Nyström low-rank approximation and error analysis
K Zhang, IW Tsang, JT Kwok
Proceedings of the 25th international conference on Machine learning, 1232-1239, 2008
4442008
Mining customer product ratings for personalized marketing
KW Cheung, JT Kwok, MH Law, KC Tsui
Decision Support Systems 35 (2), 231-243, 2003
4332003
Using the discrete wavelet frame transform to merge Landsat TM and SPOT panchromatic images
S Li, JT Kwok, Y Wang
Information Fusion 3 (1), 17-23, 2002
4262002
Multifocus image fusion using artificial neural networks
S Li, JT Kwok, Y Wang
Pattern Recognition Letters 23 (8), 985-997, 2002
4192002
Multi-label learning with global and local label correlation
Y Zhu, JT Kwok, ZH Zhou
IEEE Transactions on Knowledge and Data Engineering 30 (6), 1081-1094, 2017
3892017
MetaMath: Bootstrap Your Own Mathematical Questions for Large Language Models
L Yu, W Jiang, H Shi, J Yu, Z Liu, Y Zhang, JT Kwok, Z Li, A Weller, W Liu
arXiv preprint arXiv:2309.12284, 2023
3382023
Texture classification using the support vector machines
S Li, JT Kwok, H Zhu, Y Wang
Pattern recognition 36 (12), 2883-2893, 2003
2992003
Timeseries anomaly detection using temporal hierarchical one-class network
L Shen, Z Li, J Kwok
Advances in Neural Information Processing Systems 33, 13016-13026, 2020
2972020
Objective functions for training new hidden units in constructive neural networks
Y Kwok
IEEE Transactions on Neural Networks 8 (5), 1131-1148, 1997
2971997
Simpler core vector machines with enclosing balls
IW Tsang, A Kocsor, JT Kwok
Proceedings of the 24th international conference on Machine learning, 911-918, 2007
2812007
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Articles 1–20