Publications

2007

Thibaux, R., & Jordan M. I. (2007).  Hierarchical beta processes and the Indian buffet process. Artificial Intelligence and Statistics (AISTATS).
Fonseca, R., Porter G., Katz R., Shenker S., & Stoica I. (2007).  X-Trace: A Pervasive Network Tracing Framework. 4th USENIX Symposium on Networked Systems Design & Implementation (NSDI 2007). 271-284. Abstract
Thibaux, R., & Jordan M. (2007).  Hierarchical beta processes and the Indian buffet process. 11th Conference on Artificial Intelligence and Statistics (AISTAT). Abstract
Nilsson, J., Sha F., & Jordan M. (2007).  Regression on manifolds using kernel dimension reduction. 24th International Conference on Machine Learning (ICML). 697-704.
Huang, L., Nguyen X., Garafalakis M., Hellerstein J. M., Jordan M., Joseph A., et al. (2007).  Communication-Efficient Online Detection of Network-Wide Anomalies. INFOCOM 2007, 26th IEEE International Conference on Computer Communications. 134-142. Abstract
Huang, L., Nguyen X., Garofalakis M., Jordan M. I., Joseph A., & Taft N. (2007).  In-network PCA and anomaly detection. Advances in Neural Information Processing Systems (NIPS).