Ya Xue

Publication Activity (10 Years)

Years Active: 2002-2023
Publications (10 Years): 2

Top Topics

Graph Embedding

Data Representation

Dimensionality Reduction

Discriminant Information

Top Venues

Neural Comput. Appl.

J. Parallel Distributed Comput.

Neural Networks

Publications

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 (2023)
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) (2020)
Weizhong Yan, Umang Brahmakshatriya, Ya Xue, Mark Gilder, G. Bowden Wise
-PIC: Parallel power iteration clustering for big data. J. Parallel Distributed Comput. 73 (3) (2013)
Ya Xue, Xiaoming Liu
Image congealing via efficient feature selection. WACV (2012)
Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu
Learning mixtures of experts with a hybrid generative-discriminative algorithm. IJCNN (2010)
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)
Weizhong Yan, Hai Qiu, Ya Xue
Gaussian process for long-term time-series forecasting. IJCNN (2009)
Jun Fang, Shihao Ji, Ya Xue, Lawrence Carin
Multitask Classification by Learning the Task Relevance. IEEE Signal Process. Lett. 15 (2008)
Shihao Ji, Ya Xue, Lawrence Carin
Bayesian Compressive Sensing. IEEE Trans. Signal Process. 56 (6) (2008)
Ya Xue, David B. Dunson, Lawrence Carin
The matrix stick-breaking process for flexible multi-task learning. ICML (2007)
David Williams, Xuejun Liao, Ya Xue, Lawrence Carin, Balaji Krishnapuram
On Classification with Incomplete Data. IEEE Trans. Pattern Anal. Mach. Intell. 29 (3) (2007)
Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram
Multi-Task Learning for Classification with Dirichlet Process Priors. J. Mach. Learn. Res. 8 (2007)
Xuejun Liao, Ya Xue, Lawrence Carin
Logistic regression with an auxiliary data source. ICML (2005)
David Williams, Xuejun Liao, Ya Xue, Lawrence Carin
Incomplete-data classification using logistic regression. ICML (2005)
Balaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo
On Semi-Supervised Classification. NIPS (2004)
Darryl Morrell, Ya Xue
Bayesian target detection and localization using a dual-mode sensor. ICASSP (2002)