Publications

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Conference Paper
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Consensus-Based Distributed Optimization: Practical Issues and Applications in Large-Scale Machine Learning", 50th Allerton Conference on Communication, Control, and Computing, Monticello, Illinois, USA, 10/2012. Abstract  Download: allerton2012practical.pdf (349.01 KB)
Li, Y., A. Santorelli, O. Laforest, and M. J. Coates, "Cost-sensitive ensemble classifiers for microwave breast cancer detection", IEEE Int. Conf. Acoustics Speech and Sig. Proc. (ICASSP), Brisbane, Australia, 04/2015.  Download: ICASSP2015_Li.pdf (706.96 KB)
Li, Y., and M. J. Coates, "Fast Particle Flow Particle Filters via Clustering", International Conference on Information Fusion, Heidelberg, Germany, 07/2016.  Download: fusion_2016.pdf (231.65 KB)
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)
Nannuru, S., Y. Li, M. J. Coates, and B. Yang, "Multi-target device-free tracking using radio frequency tomography", International Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), Dec. 2011.  Download: Nannuru_ISSNIP2011.pdf (623.27 KB); issnip-camera-ready.pdf (623.27 KB)
Tsianos, K. I., S. F. Lawlor, J. Y. Yu, and M. G. Rabbat, "Networked optimization with adaptive communication", IEEE Global Conference on Signal and Information Processing, Austin, TX, USA, 02/2014, 2013.  Download: Networked optimization with adaptive communication.pdf (274.67 KB)
Li, Y., L. Zhao, and M. J. Coates, "Particle flow auxiliary particle filter", IEEE Int. Workshop Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Cancun, Mexico, 12/2015.  Download: CAMSAP2015_V7.pdf (203.42 KB)
Li, Y., and M. J. Coates, "Sequential MCMC with Invertible Particle Flow", Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), New Orleans, LA, 2017.  Download: SMCMC_invertible_particle_flow.pdf (241.21 KB)
Conference Proceedings
Liu, X., B. N. Oreshkin, and M. J. Coates, " Efficient delay-tolerant particle filtering through selective processing of out-of-sequence measurements", International Conference on Information Fusion, Edinburgh, Scotland, July 2010.  Download: OOSM_fusion2010.pdf (228.25 KB)
Tsianos, K. I., S. Lawlor, and M. G. Rabbat, "Communication/Computation Tradeoffs in Consensus-Based Distributed Optimization", Neural Information Processing Systems, Lake Tahoe, NV, USA, 12/2012. Abstract  Download: 1209.1076v1.pdf (437.66 KB)
Liu, X., N. Saberi, M. J. Coates, and L. G. Mason, "A comparison between time slot scheduling approaches for all-photonic networks", Information, Communication and Signal Processing, Bangkok, Thailand, IEEE, 2005. Abstract  Download: PDF (635.44 KB)
Liao, K. Q., and L. G. Mason, "A congestion control framework for broadband ISDN using selective window control", IFIP TC6 Second International Conference on Broadband Communications II, New York, NY, USA, Elsevier Science Inc., pp. 353–366, Mar/1994.
Lawlor, S., and M. G. Rabbat, "Detecting Convoys in Networks of Short-Range Sensors", 2014 Asilomar Conference on Signals, Systems and Computers, Pacific Grove, California, 11/2014.  Download: 2014_SeanLawlor_Asilomar.pdf (1.69 MB)
Li, H., and L. G. Mason, "Estimation and simulation of network delay traces for VoIP in service overlay network", International Symposium on Signals, Systems and Electronics (ISSSE), Montreal, QC, Canada, Jul./Aug. 2007.  Download: Li.pdf (298.06 KB)
Lawlor, S., and M. G. Rabbat, "Estimation of Time-Varying Mixture Models: An Application to Traffic Estimation", 2016 Workshop on Statistical Signal Processing (SSP), Palma de Mallorca, Spain, 06/2016.  Download: 2016AutomaticKmeans_cnfr.pdf (212.71 KB)
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)
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)
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.
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)
Lam, N., Z. Dziong, and L. G. Mason, "Network capacity allocation in service overlay networks", International Teletraffic Congress (ITC), Ottawa, ON, Canada, June 2007.  Download: lam_ITC07.pdf (207.46 KB)
Li, Y., L. Zhao, and M. J. Coates, "Particle flow for particle filtering", Int. Conf. Acoustics, Speech and Signal Proc. (ICASSP), Shanghai, China, 03/2016.  Download: ICASSP2016_Li.pdf (205.05 KB)
Saucan, A. - A., Y. Li, and M. J. Coates, "Particle flow SMC delta-GLMB filter", Proc. IEEE Int. Conf. Acoust. Speech Signal Process. (ICASSP), New Orleans, LA, 03/2017.  Download: pfpf_GLMB_final.pdf (810.32 KB)