Publications

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Zhao, L., J. Wang, Y. Li, and M. J. Coates, "Gaussian particle flow implementation of PHD filter", Proc. SPIE Conf. Signal Proc., Sensor Fusion, Target Recog., 04/2016.  Download: Gaussian_particle_flow_implementation_of_PHD_filter.pdf (556.36 KB)
Zhang, Y., F. Regol, S. Pal, S. Khan, L. Ma, and M. J. Coates, "Detection and Defense of Topological Adversarial Attacks on Graphs", Proc. Int. Conf. Artificial Intell. and Statist., Virtual Conference, Apr., 2021.  Download: zhang21i.pdf (828 KB); zhang21i-supp.pdf (812.3 KB)
Zhang, Y., S. Pal, M. J. Coates, and D. Üstebay, "Bayesian graph convolutional neural networks for semi-supervised classification", Proc. AAAI Int. Conf. Artificial Intelligence, Hawaii, USA, 02/2019.  Download: 1811.11103.pdf (282.23 KB)
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Yu, J. Y., M. J. Coates, and M. G. Rabbat, "Graph-Based Compression for Particle Filters", IEEE Trans. Signal Inf. Process. Netw. , vol. 5, issue 3, 09/2019.  Download: Graph-Based Compression for Distributed Particle Filters.pdf (416.04 KB)
Yu, J. Y., M. J. Coates, and M. G. Rabbat, "Distributed multi-sensor CPHD filter using pairwise gossiping", IEEE International Conference on Acoustics, Speech and Signal Processing, Shanghai, China, 03/2016.  Download: Distributed multi-sensor CPHD filter using pairwise gossiping.pdf (123.09 KB)
Yu, J. Y., D. Ustebay, B. Stephane, M. G. Rabbat, and M. J. Coates, "Distributed underwater acoustic source localization and tracking", Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, IEEE, 11/2013, 2014.  Download: Distributed underwater acoustic source localization and tracking.pdf (191.94 KB)
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Winkler, S., E. Porter, A. Santorelli, M. J. Coates, and M. Popović, "Recent Progress in Ultra-Wideband Microwave Breast Cancer Detection", Proc. International Conference on Ultra-wide Band 2012 (ICUWB 2012), Syracuse, NY, USA, Sept. 17-20, 2012.  Download: ICUWB2012.pdf (1.1 MB)
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Valenchon, J., and M. J. Coates, "Multiple-Graph Recurrent Graph Convolutional Neural Network architectures for predicting disease outcomes", 2019 IEEE International Conference of Acoustics, Speech and Signal Processing, Brighton, UK, 2019.  Download: 20190220023825_521885_3600.pdf (346.53 KB)
Valenchon, J., "Graph-based machine learning algorithms for predicting disease outcomes", Electrical and Computer Engineering, vol. Master, Montreal, McGill, pp. 108, 03/2019.  Download: Thesis_v1_revised_Juliette_Valenchon.pdf (5.39 MB)
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Üstebay, D., M. J. Coates, and M. G. Rabbat, "Distributed auxiliary particle filters using selective gossip", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, pp. 3296 - 3299, May 2011. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "The speed of greed: Characterizing myopic gossip through network voracity", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Taipei, Taiwan, pp. 3665 - 3668, Apr. 2009. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Multi-hop greedy gossip with eavesdropping", 12th International Conference on Information Fusion, Seattle, WA USA, pp. 140-145, July 2009. Abstract
Üstebay, D., M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", 3rd International Symposium on Wireless Pervasive Computing (ISWPC), Santorini, Greece, pp. 759-763, May 2008. Abstract
Üstebay, D., R. Castro, M. J. Coates, and M. G. Rabbat, "Distributed approximation and tracking using selective gossip", Filtering from Undersampled Data with an Introduction to Compressed Sensing: Springer-Verlag, pp. 325-355, 2016. Abstract
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Greedy gossip with eavesdropping", IEEE Transactions on Signal Processing, vol. 58, issue 7, pp. 3765 - 3776, July 2010. Abstract  Download: GGE_one_column.pdf (882.07 KB)
Üstebay, D., B. N. Oreshkin, M. J. Coates, and M. G. Rabbat, "Rates of convergence for greedy gossip with eavesdropping", 46th Annual Allerton Conference on Communication, Control, and Computing, pp. 367-374, Sep. 2008. Abstract
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Tsang, Y., M. J. Coates, and R. D. Nowak, "Nonparametric internet tomography", IEEE International Conference on Acoustics, Speech, and Signal Processing, Orlando, Florida, May 2002.  Download: tsang_ICASSP02.pdf (73.42 KB)
Tsang, Y., M. J. Coates, and R. D. Nowak, "Passive network tomography using EM algorithms", IEEE International Conference on Acoustics, Speech, and Signal Processing, Salt Lake City, Utah, May 2001.  Download: tsang_ICASSP01.pdf (77.18 KB)
Thouin, F., and M. J. Coates, "Equipment allocation in video-on-demand network deployments", ACM Transactions on Multimedia Computing Communications and Applications, vol. 5, issue 1, 10/2008.  Download: a5-thouin.pdf (2.78 MB)
Thouin, F., S. Nannuru, and M. J. Coates, "Multi-target Tracking for Measurement Models with Additive Contributions, Revised version", International Conference on Information Fusion, Chicago, Illinois, July 2011.  Download: Thouin_FUSION2011_Revised.pdf (321.27 KB); fusion2011_revised.pdf (321.27 KB)
Thouin, F., and M. J. Coates, Video-on-Demand networks: design approaches and future challenges, , Montreal, Department of Electrical and Computer Engineering, McGill University, 2006.  Download: thouin_TechReport06b.pdf (567.06 KB)