Ya Xue

According to our database, Ya Xue authored at least 16 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Discriminative and Geometry-Preserving Adaptive Graph Embedding for dimensionality reduction.

Jianping Gou, Xia Yuan, Ya Xue, Lan Du, Jiali Yu, Shuyin Xia, Zhang Yi

Neural Networks, 2023

2020

Double graphs-based discriminant projections for dimensionality reduction.

Jianping Gou, Ya Xue, Hongxing Ma, Yong Liu, Yongzhao Zhan, Jia Ke

Neural Comput. Appl., 2020

2013

<i>p</i>-PIC: Parallel power iteration clustering for big data.

Weizhong Yan, Umang Brahmakshatriya, Ya Xue, Mark Gilder, G. Bowden Wise

J. Parallel Distributed Comput., 2013

2012

Image congealing via efficient feature selection.

Ya Xue, Xiaoming Liu

Proceedings of the IEEE Workshop on Applications of Computer Vision, 2012

2010

Learning mixtures of experts with a hybrid generative-discriminative algorithm.

Ya Xue, Xiao Hu, Weizhong Yan, Hai Qiu

Proceedings of the International Joint Conference on Neural Networks, 2010

Time receiver operating characteristic (tROC) curves: A new tool for evaluating the performance of diagnostic systems.

Ya Xue, Neil H. W. Eklund, Xiao Hu, Weizhong Yan

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Gaussian process for long-term time-series forecasting.

Weizhong Yan, Hai Qiu, Ya Xue

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Bayesian Compressive Sensing.

Shihao Ji, Ya Xue, Lawrence Carin

IEEE Trans. Signal Process., 2008

Multitask Classification by Learning the Task Relevance.

Jun Fang, Shihao Ji, Ya Xue, Lawrence Carin

IEEE Signal Process. Lett., 2008

2007

On Classification with Incomplete Data.

David Williams, Xuejun Liao, Ya Xue, Lawrence Carin, Balaji Krishnapuram

IEEE Trans. Pattern Anal. Mach. Intell., 2007

Multi-Task Learning for Classification with Dirichlet Process Priors.

Ya Xue, Xuejun Liao, Lawrence Carin, Balaji Krishnapuram

J. Mach. Learn. Res., 2007

The matrix stick-breaking process for flexible multi-task learning.

Ya Xue, David B. Dunson, Lawrence Carin

Proceedings of the Machine Learning, 2007

2005

Incomplete-data classification using logistic regression.

David Williams, Xuejun Liao, Ya Xue, Lawrence Carin

Proceedings of the Machine Learning, 2005

Logistic regression with an auxiliary data source.

Xuejun Liao, Ya Xue, Lawrence Carin

Proceedings of the Machine Learning, 2005

2004

On Semi-Supervised Classification.

Balaji Krishnapuram, David Williams, Ya Xue, Alexander J. Hartemink, Lawrence Carin, Mário A. T. Figueiredo

Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

2002

Bayesian target detection and localization using a dual-mode sensor.

Darryl Morrell, Ya Xue

Proceedings of the IEEE International Conference on Acoustics, 2002