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G
Pal, S., and M. J. Coates, "Gaussian sum particle flow filter", Proc. IEEE Computational Advances in Multi-Sensor Adaptive Process. (CAMSAP), Curacao, The Netherlands, IEEE, 12/2017.  Download: CAMSAP_v8.pdf (217.44 KB)
Nannuru, S., M. J. Coates, and M. G. Rabbat, General multisensor CPHD filter, : McGill University, Sept. 2014.  Download: multisensor_report.pdf (389.71 KB)
Nannuru, S., M. J. Coates, M. G. Rabbat, and B. Stephane, "General solution and approximate implementation of the multisensor multitarget CPHD filter", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, April 2015.
Assran, M., J. Romoff, N. Ballas, J. Pineau, and M. Rabbat, "Gossip-based Actor-Learner Architectures for Deep Reinforcement Learning", Advances in Neural Information Processing System (NeurIPS), 2019.
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)
H
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)
I
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)
Tsianos, K. I., and M. G. Rabbat, The Impact of Communication Delays on Distributed Consensus Algorithms, , 2012. Abstract  Download: tac2012_main.pdf (938.04 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)
Porter, E., J. Fakhoury, R. Oprisor, M. J. Coates, and M. Popovic, "Improved tissue phantoms for experimental validation of microwave breast cancer detection", European Conference on Antennas and Propagation, Barcelona, Spain, April 2010.  Download: Porter_EuCAP2010.pdf (275.42 KB)
Yao, Z., V. Gripon, and M. G. Rabbat, Improving Sparse Associative Memories by Escaping from Bogus Fixed Points, , 2013.
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)
Li, Y., S. Pal, and M. J. Coates, "Invertible particle-flow-based sequential MCMC with extension to Gaussian mixture noise models", IEEE Trans. Signal Processing, vol. 67, issue 9, pp. 2499-2512, 05/2019.  Download: 1807.02535.pdf (3.72 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.
Santorelli, A., E. Porter, E. Kirshin, Y. J. Liu, M. J. Coates, and M. Popovich, "Investigation of classifiers for tumor detection with an experimental time-domain breast screening system", Technical Report: McGill University, 2013.  Download: PIER2013_Classifier_vf.pdf (1.3 MB)
L
Thouin, F., M. J. Coates, and M. G. Rabbat, "Large scale probabilistic available bandwidth estimation", Computer Networks, vol. 55, issue 9, pp. 2065-2078, 02/2011. Abstract
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)