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Venkatesh Saligrama, Manqi Zhao.  2012.  Local Anomaly Detection. Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2012, La Palma, Canary Islands, April 21-23, 2012. 22:969–983.
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Manqi Zhao, Venkatesh Saligrama.  2010.  Noisy filtered sparse processes: Reconstruction and compression. Proceedings of the 49th {IEEE} Conference on Decision and Control, {CDC} 2010, December 15-17, 2010, Atlanta, Georgia, {USA}. :2930–2935.
Manqi Zhao, Venkatesh Saligrama.  2010.  On compressed blind de-convolution of filtered sparse processes. Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2010, 14-19 March 2010, Sheraton Dallas Hotel, Dallas, Texas, {USA}. :4038–4041.
Manqi Zhao, Venkatesh Saligrama.  2009.  Anomaly Detection with Score functions based on Nearest Neighbor Graphs. Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, Vancouver, British Columbia, Canada.. :2250–2258.
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