Visible to the public Biblio

Found 271 results

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2018-05-27
Erhan Baki Ermis, Pierre Clarot, Pierre{-}Marc Jodoin, Venkatesh Saligrama.  2010.  Activity Based Matching in Distributed Camera Networks. {IEEE} Trans. Image Processing. 19:2595–2613.
Venkatesh Saligrama, Janusz Konrad, Pierre{-}Marc Jodoin.  2010.  Video Anomaly Identification. {IEEE} Signal Process. Mag.. 27:18–33.
Burkay Orten, Prakash Ishwar, W. Clem Karl, Venkatesh Saligrama, Homer H. Pien.  2011.  Sensing-aware classification with high-dimensional data. Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress Center, Prague, Czech Republic. :3700–3703.
Chun Lam Chan, Pak Hou Che, Sidharth Jaggi, Venkatesh Saligrama.  2011.  Non-adaptive probabilistic group testing with noisy measurements: Near-optimal bounds with efficient algorithms. 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, Allerton Park {&} Retreat Center, Monticello, IL, USA, 28-30 September, 2011. :1832–1839.
Burkay Orten, Prakash Ishwar, William Clement Karl, Venkatesh Saligrama.  2011.  Sensing structure in learning-based binary classification of high-dimensional data. 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011, Allerton Park {&} Retreat Center, Monticello, IL, USA, 28-30 September, 2011. :1521–1528.
Yannick Benezeth, Pierre{-}Marc Jodoin, Venkatesh Saligrama.  2011.  Abnormality detection using low-level co-occurring events. Pattern Recognition Letters. 32:423–431.
Zachary Sun, W. Clem Karl, Prakash Ishwar, Venkatesh Saligrama.  2012.  Sensing aware dimensionality reduction for nearest neighbor classification of high dimensional signals. {IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor, MI, USA, August 5-8, 2012. :405–408.
Joseph Wang, Venkatesh Saligrama.  2012.  Local Supervised Learning through Space Partitioning. Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States.. :91–99.
Gregory D. Castañón, André{-}Louis Caron, Venkatesh Saligrama, Pierre{-}Marc Jodoin.  2012.  Exploratory search of long surveillance videos. Proceedings of the 20th {ACM} Multimedia Conference, {MM} '12, Nara, Japan, October 29 - November 02, 2012. :309–318.
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.
Greg Castañón, Venkatesh Saligrama, André{-}Louis Caron, Pierre{-}Marc Jodoin.  2012.  Real-Time Activity Search of Surveillance Video. Ninth {IEEE} International Conference on Advanced Video and Signal-Based Surveillance, {AVSS} 2012, Beijing, China, September 18-21, 2012. :246–251.
Pierre{-}Marc Jodoin, Venkatesh Saligrama, Janusz Konrad.  2012.  Behavior Subtraction. {IEEE} Trans. Image Processing. 21:4244–4255.
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl.  2013.  Sensing-Aware Kernel SVM. CoRR. abs/1312.0512
Weicong Ding, Prakash Ishwar, Mohammad H. Rohban, Venkatesh Saligrama.  2013.  Necessary and Sufficient Conditions for Novel Word Detection in Separable Topic Models. CoRR. abs/1310.7994
Mohammad H. Rohban, Prakash Ishwar, Burkay Orten, William Clement Karl, Venkatesh Saligrama.  2013.  An impossibility result for high dimensional supervised learning. 2013 {IEEE} Information Theory Workshop, {ITW} 2013, Sevilla, Spain, September 9-13, 2013. :1–5.
Weicong Ding, Mohammad Hossein Rohban, Prakash Ishwar, Venkatesh Saligrama.  2013.  Topic Discovery through Data Dependent and Random Projections. Proceedings of the 30th International Conference on Machine Learning, {ICML} 2013, Atlanta, GA, USA, 16-21 June 2013. 28:1202–1210.
Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama.  2013.  A new geometric approach to latent topic modeling and discovery. {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013. :5568–5572.
Mohamed A. Elgharib, François Pitié, Anil C. Kokaram, Venkatesh Saligrama.  2013.  User-assisted reflection detection and feature point tracking. Conference on Visual Media Production 2013, {CVMP} '13, London, United Kingdom, November 6-7, 2013. :13:1–13:10.
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama.  2013.  Dynamic topic discovery through sequential projections. 2013 Asilomar Conference on Signals, Systems and Computers, Pacific Grove, CA, USA, November 3-6, 2013. :1100–1104.
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama.  2014.  A Topic Modeling Approach to Ranking. CoRR. abs/1412.3705
Greg Castañón, Mohamed A. Elgharib, Venkatesh Saligrama, Pierre{-}Marc Jodoin.  2014.  Retrieval in Long Surveillance Videos using User Described Motion and Object Attributes. CoRR. abs/1405.0234
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama, W. Clem Karl.  2014.  Sensing-aware kernel SVM. {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2014, Florence, Italy, May 4-9, 2014. :2947–2951.
Weicong Ding, Mohammad H. Rohban, Prakash Ishwar, Venkatesh Saligrama.  2014.  Efficient Distributed Topic Modeling with Provable Guarantees. Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April 22-25, 2014. 33:167–175.
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama.  2015.  Necessary and Sufficient Conditions and a Provably Efficient Algorithm for Separable Topic Discovery. CoRR. abs/1508.05565
Weicong Ding, Prakash Ishwar, Venkatesh Saligrama.  2015.  Learning Mixed Membership Mallows Models from Pairwise Comparisons. CoRR. abs/1504.00757