Publications

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Yao, Z., V. Gripon, and M. G. Rabbat, "A GPU-based Associative Memory using Sparse Neural Networks", High Performance Computing & Simulation (HPCS), 2014 International Conference on, Blogna, Italy, IEEE, pp. 688 - 692, 07/2014.
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)
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)
Zhang, Y., and M. G. Rabbat, "A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, IEEE, 04/2018. Abstract  Download: A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION.pdf (470.2 KB)
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., 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)
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Liao, K. Q., and L. G. Mason, "A heuristic approach for performance analysis of ATM systems", Global Telecommunications Conference, vol. 3, San Diego, CA, USA, pp. 1931 -1935, Dec/1990. Abstract  Download: 00116816.pdf (491.94 KB)
Nannuru, S., and M. J. Coates, "Hybrid multi-Bernoulli CPHD filter for superpositional sensors", SPIE Defense + Security, Baltimore, MD, USA, International Society for Optics and Photonics, June 2014.  Download: NANNURU_SPIE2014.pdf (288.96 KB)
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Li, Y., E. Porter, and M. J. Coates, "Imaging-based Classification Algorithms on Clinical Trial Data with Injected Tumour Responses", European Conf. Antennas and Propag. (EuCAP), Lisbon, Portugal, 04/2015.  Download: EuCAP2015_Li.pdf (356.6 KB)
Ding, T., and M. J. Coates, "Implementation of the Daum-Huang Exact Flow Particle Filter", IEEE Statistical Signal Processing Workshop, Ann Arbor, Michigan, USA, Aug 2012.  Download: DH_filter_SSP.pdf (188.64 KB)
Santorelli, A., E. Kirshin, E. Porter, M. Popović, and J. Schwartz, "Improved Calibration for an Experimental Time-Domain Microwave Imaging System", Proc. 7th European Conference on Antennas and Propagation (EUCAP 2013), Gothenburg, Sweden, Apr. 8-12, 2013.  Download: Santorelli_EUCAP2013.pdf (1.08 MB)
Coates, M. J., A. O. Hero, R. D. Nowak, and B. Yu, "Internet tomography", IEEE Signal Processing, vol. 19, issue 3, pp. 47-65, May 2002.  Download: coates_SPMagazine02.pdf (3.95 MB)
Santorelli, A., Y. Li, E. Porter, M. Popovic, and M. J. Coates, "Investigation of classification algorithms for a prototype microwave breast cancer monitor", in Proc. European Conf. Antennas and Propag. (EuCAP), The Hague, The Netherlands, Apr. 2014.
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Li, H., L. G. Mason, and M. G. Rabbat, "Learning minimum delay paths in Service Overlay Networks", IEEE International Symposium on Network Computing and Applications, Cambridge, MA , 07/2008.  Download: 04579671.pdf (359.74 KB)
Coates, M. J., B. Erikkson, R. D. Nowak, and C. Scott, Learning to Satisfy, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 11/2006. Abstract  Download: coates_TechReport06.pdf (184.77 KB)
Thouin, F., M. J. Coates, B. Erikkson, R. D. Nowak, and C. Scott, "LEARNING TO SATISFY", IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Las Vegas, USA, 04/2008.  Download: thouin_ICASSP08.pdf (118.96 KB)
Castro, R., M. J. Coates, and R. D. Nowak, "Likelihood based hierarchical clustering", IEEE Trans. on Signal Processing, vol. 52, pp. 2308- 2321, 08/2004. Abstract  Download: castro_TSP04.pdf (462.22 KB)
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