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
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).
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.