Publications
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Boulon, Jerome, Andy Konwinski, Runping Qi, Ariel Rabkin, Eric Yang, & Mac Yang
(2008). Chukwa, a large-scale monitoring system.
In Cloud Computing and its Applications (CCA '08). 1-5. Abstract
Rubinstein, Benjamin I. P., Blaine Nelson, Ling Huang, Anthony D. Joseph, Shing-hon Lau, Nina Taft, et al.
(2008). Evading Anomaly Detection through Variance Injection Attacks on PCA .
11th International Symposium on Recent Advances in Intrusion Detection (RAID'08). 394-395. Abstract
Joseph, Dilip, Arsalan Tavakoli, & Ion Stoica
(2008). A Policy- aware Switching Layer for Data Centers.
SIGCOMM 2008. 51-62. Abstract
Rabkin, Ariel
(2008). Personal knowledge questions for fallback authentication.
4th Symposium on Usable Privacy and Security. 13-23. Abstract
Cook, Henry, & Kevin Skadron
(2008). Predictive Design Space Exploration Using Genetically Programmed Response Surfaces.
45th Design Automation Conference (DAC 2008). 960-965.
Nelson, Blaine, Marco Barreno, Fuching Jack Chi, Anthony D. Joseph, Benjamin I. P. Rubinstein, Udam Saini, et al.
(2008). Exploiting machine learning to subvert your spam filter.
1st Usenix Workshop on Large-Scale Exploits and Emergent Threats. Abstract
Obozinski, G., M. J. Wainwright, M. I. Jordan, D. Koller, Y. Bengio, D. Schuurmans, et al.
(2008). High-dimensional union support recovery in multivariate regression.
Advances in Neural Information Processing Systems (NIPS).
Barreno, Marco, Blaine Nelson, Anthony D. Joseph, & Doug Tygar
(2008). The security of machine learning.
Machine Learning Journal (MLJ) Special Issue on Machine Learning in Adversarial Environments.
Thibaux, R., & M. Jordan
(2007). Hierarchical beta processes and the Indian buffet process.
11th Conference on Artificial Intelligence and Statistics (AISTAT). Abstract
Thibaux, R., & M. I. Jordan
(2007). Hierarchical beta processes and the Indian buffet process.
Artificial Intelligence and Statistics (AISTATS).
Huang, L., X. Nguyen, M. Garofalakis, M. I. Jordan, A. Joseph, & N. Taft
(2007). In-network PCA and anomaly detection.
Advances in Neural Information Processing Systems (NIPS).
Liang, P., S. Petrov, D. Klein, & M. Jordan
(2007). The infinite PCFG using Dirichlet processes.
Empirical Methods in Natural Language Processing (EMNLP).
Liang, Percy, Slav Petrov, Michael I. Jordan, & Dan Klein
(2007). The infinite PCFG using Hierarchical Dirichlet Processes.
Empirical Methods in Natural Language Processing.
Liang, Percy, Michael I. Jordan, & Ben Taskar
(2007). A permutation-agumented sampler for DP mixture models.
24th International COnference on Machine Learning. 545-552.
Liang, P., M. Jordan, & B. Taskar
(2007). A Permutation-Augmented Sampler For DP Mixture Models.
International Conference on Machine Learning (ICML). 545-552.
Nilsson, J., F. Sha, & M. Jordan
(2007). Regression on manifolds using kernel dimension reduction.
24th International Conference on Machine Learning (ICML). 697-704.
Casado, Martin, Michael J. Freedman, Justin Pettit, Jianying Luo, Nick McKeown, & Scott Shenker
(2007). Ethane: taking control of the enterprise.
ACM SIGCOMM Computer Communication Review. 37, 1-12. Abstract
Kivenen, J., E. Sudderth, & M. Jordan
(2007). Image Denoising With Nonparametric Hidden Markov Trees.
IEEE International Conference on Image Processing (ICIP). Abstract
Lakshminarayanan, K., M. Caesar, M. Rangan, T. Anderson, S. Shenker, & I. Stoica
(2007). Achieving Convergence-Free Routing using Failure-Carrying Packets.
SIGCOMM 2007. 241-252.
Cui, W., J. Kannan, & H. Wang
(2007). Automatic Protocol Description Generation from Network Traces.
Usenix Security Conference.
Koponen, T., M. Chawla, B. - G. Chun, A. Ermolinskiy, K. H. Kim, S. Shenker, et al.
(2007). A Data-Oriented (and Beyond) Network Architecture.
SIGCOMM 2007. 37, 181-192.
Kannan, Jayanthkumar
(2007). Discoverer : Automatic Protocol Reverse Engineering from Network Traces.
16th USENIX Security Symposium. 199–212. Abstract
Ee, C. T., V. Ramachandran, B. - G. Chun, K. Lakshminarayanan, & S. Shenker
(2007). Resolving Inter-Domain Policy Disputes.
SIGCOMM 2007. 157-168.
Nguyen, X., M. Wainwright, & M. Jordan
(2007). Nonparametric Estimation of the Likelihood Ratio and Divergence Functionals.
International Symposium on Information Theory (ISIT).