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2020 – today
- 2023
[j7]Jianping Gou
, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi:
Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction. Neural Networks 157: 364-376 (2023)- 2020
- [j6]Jianping Gou, Ya Xue, Hongxing Ma, Yong Liu, Yongzhao Zhan, Jia Ke:
Double graphs-based discriminant projections for dimensionality reduction. Neural Comput. Appl. 32(23): 17533-17550 (2020)
2010 – 2019
- 2013
- [j5]Weizhong Yan, Umang Brahmakshatriya, Ya Xue, Mark Gilder, G. Bowden Wise:
p-PIC: Parallel power iteration clustering for big data. J. Parallel Distributed Comput. 73(3): 352-359 (2013) - 2012
- [c9]Ya Xue, Xiaoming Liu:
Image congealing via efficient feature selection. WACV 2012: 185-192 - 2010
- [c8]Ya Xue, Neil H. W. Eklund, Xiao Hu, Weizhong Yan:
Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems. IJCNN 2010: 1-7 - [c7]Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu:
Learning mixtures of experts with a hybrid generative-discriminative algorithm. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [c6]Weizhong Yan, Hai Qiu, Ya Xue:
Gaussian process for long-term time-series forecasting. IJCNN 2009: 3420-3427 - 2008
- [j4]Jun Fang, Shihao Ji, Ya Xue, Lawrence Carin:
Multitask Classification by Learning the Task Relevance. IEEE Signal Process. Lett. 15: 593-596 (2008) - [j3]Shihao Ji, Ya Xue, Lawrence Carin:
Bayesian Compressive Sensing. IEEE Trans. Signal Process. 56(6): 2346-2356 (2008) - 2007
- [j2]Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram:
Multi-Task Learning for Classification with Dirichlet Process Priors. J. Mach. Learn. Res. 8: 35-63 (2007) - [j1]David Williams, Xuejun Liao, Ya Xue, Lawrence Carin, Balaji Krishnapuram:
On Classification with Incomplete Data. IEEE Trans. Pattern Anal. Mach. Intell. 29(3): 427-436 (2007) - [c5]Ya Xue, David B. Dunson, Lawrence Carin:
The matrix stick-breaking process for flexible multi-task learning. ICML 2007: 1063-1070 - 2005
- [c4]Xuejun Liao, Ya Xue, Lawrence Carin:
Logistic regression with an auxiliary data source. ICML 2005: 505-512 - [c3]David Williams, Xuejun Liao, Ya Xue, Lawrence Carin:
Incomplete-data classification using logistic regression. ICML 2005: 972-979 - 2004
- [c2]Balaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo:
On Semi-Supervised Classification. NIPS 2004: 721-728 - 2002
- [c1]Darryl Morrell, Ya Xue:
Bayesian target detection and localization using a dual-mode sensor. ICASSP 2002: 1593-1596
Coauthor Index
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