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2019
Pal, S., and M. J. Coates, "Scalable MCMC in degree corrected stochastic block model", Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP), Brighton, UK, 05/2019.  Download: dcbm_mcmc.pdf (233.44 KB)
Assran, M., N. Loizou, N. Ballas, and M. G. Rabbat, "Stochastic gradient push for distributed deep learning", International Conference on Machine Learning (ICML), 2019.
2018
Pal, S., and M. J. Coates, "Sequential MCMC with the discrete bouncy particle sampler", Proc. IEEE Statistical Signal Processing Workshop (SSP), Freiburg, Germany, IEEE, 06/2018.  Download: ssp18_v4.pdf (210.86 KB)
2017
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)
2016
Kharratzadeh, M., and M. J. Coates, Semi-parametric Order-based Generalized Multivariate Regression, , February, 2016.  Download: RankReg.pdf (377.93 KB)
Kharratzadeh, M., and M. J. Coates, Sparse Multivariate Factor Regression, , 2016.
2015
Kharratzadeh, M., and M. J. Coates, Sparse Multivariate Factor Regression, , Montreal, McGill University, July, 2015.  Download: SMFR.pdf (428.07 KB)
2012
Nannuru, S., Y. Li, M. J. Coates, and B. Yang, "Skew-Laplace model parameters for radio-frequency tomography experiments", Technical Report: Department of Electrical and Computer Engineering, McGill University, April 2012.  Download: tech_report.pdf (118.57 KB)
2011
Chen, X., A. Edelstein, Y. Li, M. J. Coates, M. G. Rabbat, and A. Men, "Sequential Monte Carlo for simultaneous passive device-free tracking and sensor localization using received signal strength measurements", IEEE International Conference on Information Processing in Sensor Networks (IPSN), Chicago, IL, USA, pp. 342 -353, Apr 2011.  Download: IPSN_Chen_2011.pdf (581.69 KB)
Santorelli, A., and M. Popović, "SAR distribution in microwave breast screening: Results with TWTLTLA wideband antenna", Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2011 Seventh International Conference on, Melbourne, Australia, Dec. 6-9, pp. 11-16, 2011.  Download: AS_ISSNIP_2011.pdf (1.18 MB)
Santorelli, A., V. M. Schueren, and M. Popović, "SAR levels in microwave breast imaging: 3-D safety assessment with plane-wave illumination", Microwave Conference Proceedings (APMC), 2011 Asia-Pacific, Melbourne, Australia, Dec. 5-8, pp. 481-484, 2011.  Download: Santorelli_APMC2011.pdf (856.08 KB)
Li, Y., X. Chen, M. J. Coates, and B. Yang, "Sequential Monte Carlo Radio-Frequency Tomographic Tracking", International Conference on Acoustics, Speech, and Signal Processing, Prague, Czech Republic , IEEE, pp. 3976 - 3979 , 05/2011. Abstract
2009
Üstebay, D., R. Castro, and M. G. Rabbat, "Selective gossip", 3rd IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, Aruba, Dutch Antilles, pp. 61-64, Dec. 2009. 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
Saberi, N., and M. J. Coates, "Scheduling in overlaid star all-photonic networks with large propagation delays", Photonic Network Communications, vol. 17, issue 2, pp. 169, 2009.  Download: fulltext.pdf (558.89 KB)
2007
Li, H., and L. G. Mason, "Synthesis of network delays for voice packets in service overlay networks", ACM International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness & Workshops (QSHINE), Vancouver, Canada, pp. 5:1–5:4, Aug 2007.  Download: Li_Qshine07.pdf (736.23 KB)
2005
Coates, M. J., and G. Ing, "Sensor network particle filters: motes as particles", IEEE Workshop on Statistical Signal Processing, Bordeaux, France, 07/2005. Abstract  Download: PDF (86.28 KB)