Yang Xu

Machine Learning Department
Carnegie Mellon University
Pittsburgh, PA 15213, USA

Email: yx1 -at- cs.cmu.edu

Publications

Xu, Y., Sudre, G. P., Wang, W., Weber, D. J., and Kass, R. E. (2011) Characterizing global statistical significance of spatio-temporal hot spots in magnetoencephalography/electroencephalography source space via excursion algorithms. Statistics in Medicine, 30(23). [link]
 
Xu, Y. and Kemp, C. (2010) Inference and communication in the game of Password. Advances in Neural Information Processing Systems 23. [pdf]
 
Wang, W., Sudre, G. P., Xu, Y., Kass, R. E., Collinger, J. L., Degenhart, A. D., Bagic, A. I., and Weber, D. J. (2010) Decoding and cortical source localization for intendented movement direction with MEG. Journal of Neurophysiology, 104(5):2451-2461. [link]
 
Xu, Y. and Kemp, C. (2010) Constructing spatial concepts from universal primitives. 32nd Annual Conference of the Cognitive Science Society. Prize for Computational Modeling in Language. [pdf]
 
Sudre, G., Xu, Y., Kass, R., Weber, D. J., and Wang, W. (2010) Cluster-based algorithm for ROI analysis and cognitive state decoding using single-trial source MEG data. 17th International Conference on Biomagnetism Advances on Biomagnetism. [link]
 
Savage, R., Heller, K.A., Xu, Y., Ghahramani, Z., Truman, W., Grant, M., Denby, K., and Wild, D. (2009) R/BHC: fast Bayesian hierarchical clustering for microarray data. BMC Bioinformatics, 10(1):242. [link] [software]
 
Xu, Y., Heller, K.A., and Ghahramani, Z. (2009) Tree-based inference in Dirichlet process mixtures. 12th International Conference on Artificial Intelligence and Statistics. [pdf]  
 
 

Abstracts

Xu, Y., D'Lauro, C., Pyles, J., Kass, R., and Tarr, M.J. (2011) Dynamics of feedback-driven visual learning in MEG. 41st Annual Meeting of the Society for Neuroscience. 
 
D'Lauro, C., Xu, Y., Kass, R., and Tarr, M.J. (2011) Dynamics of feedback-driven visual learning. 11st Annual Meeting of the Vision Sciences Society. 
 
Hassel, S., Castellanos, L., Xu, Y., Bagic, A., MacQueen, G., Kass, R., and Phillips, M. (2010) Patterns of MEG activity to emotional expression distinguish healthy from bipolar individuals. 16th Annual Meeting of the Organization for Human Brain Mapping.