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Guang Dai
2010 – today
- 2013
[j9]Dehua Liu, Hui Qian, Guang Dai, Zhihua Zhang: An iterative SVM approach to feature selection and classification in high-dimensional datasets. Pattern Recognition 46(9): 2531-2537 (2013)- 2011
- [j8]Zhihua Zhang, Guang Dai, Michael I. Jordan: Bayesian Generalized Kernel Mixed Models. Journal of Machine Learning Research 12: 111-139 (2011)
- [c21]Jianping Shi, Xiang Ren, Guang Dai, Jingdong Wang, Zhihua Zhang: A non-convex relaxation approach to sparse dictionary learning. CVPR 2011: 1809-1816
- 2010
- [j7]Zhihua Zhang, Guang Dai, Donghui Wang, Michael I. Jordan: Bayesian Generalized Kernel Models. Journal of Machine Learning Research - Proceedings Track 9: 972-979 (2010)
- [j6]Zhihua Zhang, Guang Dai, Michael I. Jordan: Matrix-Variate Dirichlet Process Mixture Models. Journal of Machine Learning Research - Proceedings Track 9: 980-987 (2010)
- [j5]Zhihua Zhang, Guang Dai, Congfu Xu, Michael I. Jordan: Regularized Discriminant Analysis, Ridge Regression and Beyond. Journal of Machine Learning Research 11: 2199-2228 (2010)
- [j4]Zhihua Zhang, Gang Wang, Dit-Yan Yeung, Guang Dai, Frederick H. Lochovsky: A regularization framework for multiclass classification: A deterministic annealing approach. Pattern Recognition 43(7): 2466-2475 (2010)
- [c20]Wenjun Dou, Guang Dai, Congfu Xu, Zhihua Zhang: Sparse Unsupervised Dimensionality Reduction Algorithms. ECML/PKDD (1) 2010: 361-376
2000 – 2009
- 2009
- [c19]Zhijun Yang, Guang Dai, Wei Li, Yanbiao Jiang: Research on Magnetic Flux Leakage Signals Quantity Technology of Tank Floor Corrosion Defects Based on Artificial Neural Network. ICNC (2) 2009: 245-249
- [c18]
- [c17]Zhihua Zhang, Guang Dai, Michael I. Jordan: A Flexible and Efficient Algorithm for Regularized Fisher Discriminant Analysis. ECML/PKDD (2) 2009: 632-647
- 2008
- [j3]Dit-Yan Yeung, Hong Chang, Guang Dai: A Scalable Kernel-Based Semisupervised Metric Learning Algorithm with Out-of-Sample Generalization Ability. Neural Computation 20(11): 2839-2861 (2008)
- 2007
- [j2]Guang Dai, Dit-Yan Yeung, Yuntao Qian: Face recognition using a kernel fractional-step discriminant analysis algorithm. Pattern Recognition 40(1): 229-243 (2007)
- [j1]Dit-Yan Yeung, Hong Chang, Guang Dai: Learning the kernel matrix by maximizing a KFD-based class separability criterion. Pattern Recognition 40(7): 2021-2028 (2007)
- [c16]
- [c15]Guang Dai, Dit-Yan Yeung: Boosting Kernel Discriminant Analysis and Its Application on Tissue Classification of Gene Expression Data. IJCAI 2007: 744-749
- [c14]Dit-Yan Yeung, Hong Chang, Guang Dai: A Scalable Kernel-Based Algorithm for Semi-Supervised Metric Learning. IJCAI 2007: 1138-1143
- 2006
- [c13]
- [c12]Guang Dai, Dit-Yan Yeung, Hong Chang: Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion. ECCV (4) 2006: 308-320
- [c11]Jian Xia, Dit-Yan Yeung, Guang Dai: Local Discriminant Embedding with Tensor Representation. ICIP 2006: 929-932
- 2005
- [c10]Guang Dai, Dit-Yan Yeung: Nonlinear dimensionality reduction for classification using kernel weighted subspace method. ICIP (2) 2005: 838-841
- 2004
- [c9]
- [c8]Guang Dai, Yasutoshi Otani: A robust feature extraction framework for face recognition. ICIP 2004: 1393-1396
- [c7]Guang Dai, Yuntao Qian: Kernel generalized nonlinear discriminant analysis algorithm for pattern recognition. ICIP 2004: 2697-2700
- [c6]Guang Dai, Yuntao Qian: A Gabor direct fractional-step LDA algorithm for face recognition. ICME 2004: 61-64
- [c5]Guang Dai, Yuntao Qian, Sen Jia: A Kernel Fractional-Step Nonlinear Discriminant Analysis for Pattern Recognition. ICPR (2) 2004: 431-434
- [c4]Sen Jia, Yuntao Qian, Guang Dai: An Advanced Segmental Semi-Markov Model Based Online Series Pattern Detection. ICPR (3) 2004: 634-637
- [c3]Guang Dai, Yuntao Qian: Face recognition with the robust feature extracted by the generalized Foley-Sammon transform. ISCAS (2) 2004: 109-112
- [c2]Guang Dai, Yuntao Qian: By normalizing to improve generalized Foley-Sammon transform in high-dimensional spaces - with application to face recognition. SMC (3) 2004: 2175-2179
- 2003
- [c1]Guang Dai, Huanhuai Zhou, Lin Zhang, Changle Zhou: Feature Extraction Method Based on the Generalized Weighted Foley-Sammon Transform in High Dimensional Spaces. IICAI 2003: 578-589
Coauthor Index
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last updated on 2013-06-04 22:16 CEST by the dblp team