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Erhan Baki Ermis, Venkatesh Saligrama, Pierre{-}Marc Jodoin, Janusz Konrad.  2008.  Abnormal behavior detection and behavior matching for networked cameras. 2008 Second {ACM/IEEE} International Conference on Distributed Smart Cameras, Stanford, CA, USA, September 7-11, 2008. :1–10.
Yannick Benezeth, Pierre{-}Marc Jodoin, Venkatesh Saligrama, Christophe Rosenberger.  2009.  Abnormal events detection based on spatio-temporal co-occurences. 2009 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2009), 20-25 June 2009, Miami, Florida, {USA}. :2458–2465.
Kirill Trapeznikov, Venkatesh Saligrama, David A. Castañón.  2011.  Active Boosted Learning (ActBoost). Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2011, Fort Lauderdale, USA, April 11-13, 2011. 15:743–751.
Erhan Baki Ermis, Venkatesh Saligrama.  2005.  Adaptive statistical sampling methods for decentralized estimation and detection of localized phenomena. 2005 {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} '05, Philadelphia, Pennsylvania, USA, March 18-23, 2005. :1045–1048.
Jing Qian, Venkatesh Saligrama, Yuting Chen.  2014.  Anomalous cluster detection. {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014. :3854–3858.
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.
Peter Jones, Sanjoy K. Mitter, Venkatesh Saligrama.  2012.  Bayesian filtering without an observation model. Proceedings of the 51th {IEEE} Conference on Decision and Control, {CDC} 2012, December 10-13, 2012, Maui, HI, {USA}. :3496–3501.
Pierre{-}Marc Jodoin, Venkatesh Saligrama, Janusz Konrad.  2012.  Behavior Subtraction. {IEEE} Trans. Image Processing. 21:4244–4255.
George K. Atia, Venkatesh Saligrama.  2012.  Boolean Compressed Sensing and Noisy Group Testing. {IEEE} Trans. Information Theory. 58:1880–1901.
Manjesh Hanawal, Venkatesh Saligrama, Michal Valko, Remi Munos.  2015.  Cheap Bandits. Proceedings of the 32nd International Conference on Machine Learning. 37:2133–2142.
Cem Aksoylar, Jing Qian, Venkatesh Saligrama.  2017.  Clustering and Community Detection With Imbalanced Clusters. {IEEE} Trans. Signal and Information Processing over Networks. 3:61–76.
Delaram Motamedvaziri, Venkatesh Saligrama, David A. Castañón.  2012.  A combined approach to multi-label multi-task learning. {IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor, MI, USA, August 5-8, 2012. :616–619.