Publications
2008
Obozinski, G., Grant C. E., Lanckriet G. R. G., Jordan M. I., & Noble W. W.
(2008). Consistent probabilistic outputs for protein function prediction.
Genome Biology.
Barreno, M., Nelson B., Joseph A. D., & Tygar D.
(2008). The security of machine learning.
Machine Learning Journal (MLJ) Special Issue on Machine Learning in Adversarial Environments.
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).
2007
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).
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
Ee, C. T., Ramachandran V., Chun B. - G., Lakshminarayanan K., & Shenker S.
(2007). Resolving Inter-Domain Policy Disputes.
SIGCOMM 2007. 157-168.
Nguyen, X., Wainwright M., & Jordan M.
(2007). Nonparametric Estimation of the Likelihood Ratio and Divergence Functionals.
International Symposium on Information Theory (ISIT).