Publications

2008

Joseph, D., & Stoica I. (2008).  Modeling Middleboxes. Network, IEEE. 22, 20-25. Abstract
Liang, P., Klein D., & Jordan M. I. (2008).  Agreement-based learning. Advances in Neural Information Processing Systems (NIPS).
Obozinski, G., Wainwright M. J., Jordan M. I., Koller D., Bengio Y., Schuurmans D., et al. (2008).  High-dimensional union support recovery in multivariate regression. Advances in Neural Information Processing Systems (NIPS).
Ganapathi, A., Datta K., Fox A., & Patterson D. (2008).  Using Machine Learning to Auto-tune a Stencil Code on a Multicore Architecture.

2007

Kivenen, J., Sudderth E., & Jordan M. (2007).  Image Denoising With Nonparametric Hidden Markov Trees. IEEE International Conference on Image Processing (ICIP). Abstract
Konwinski, A., Bent J., Nunez J., & Quist M. (2007).  Towards an I/O tracing framework taxonomy. PDSW '07: Proceedings of the 2nd international workshop on Petascale data storage. 56–62. Abstract
Huang, L., Nguyen X., Garofalakis 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. IEEE. Abstract
Liang, P., Petrov S., Klein D., & Jordan M. (2007).  The infinite PCFG using Dirichlet processes. Empirical Methods in Natural Language Processing (EMNLP).
Liang, P., Jordan M. I., & Taskar B. (2007).  A permutation-agumented sampler for DP mixture models. 24th International COnference on Machine Learning. 545-552.
Geels, D., Altekar G., Maniatis P., Roscoe T., & Stoica I. (2007).  Friday: Global Comprehension for Distributed Replay. NSDI 2007. 285-298. Abstract