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Book Chapter
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
Conference Paper
Regol, F., S. Pal, Y. Zhang, and M. J. Coates, "Active Learning on Attributed Graphs via Graph Cognizant Logistic Regression and Preemptive Query Generation", Proc. Int. Conf. Machine Learning, Virtual Conference, Jul., 2020.  Download: 2007.05003.pdf (694.35 KB)
Yu, J. Y., A. - A. Saucan, M. J. Coates, and M. Rabbat, "Algorithms for the multi-sensor assignment problem in the δ-generalized labeled multi-Bernoulli filter", IEEE 7th Int. Workshop on Computational Advances in Multi-Sensor Adaptive Process., Curacao, Dutch Antilles, IEEE, Accepted, 2017.  Download: CAMSAP 2017 - Algorithms for the multi-sensor assignment problem in the delta-generalized labeled multi-Bernoulli filter- Camera Ready.pdf (257.92 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)
Pal, S., F. Regol, and M. J. Coates, "Bayesian graph convolutional neural networks using node copying", Proc. Learning and Reasoning with Graph-Structured Representations Workshop, (International Conference on Machine Learning), Long Beach, USA, 06/2019.  Download: 1911.04965.pdf (417.04 KB)
Pal, S., F. Regol, and M. J. Coates, "Bayesian graph convolutional neural networks using non-parametric graph learning", Proc. Representation Learning on Graphs and Manifolds Workshop (Int. Conf. Learning Representations), New Orleans, USA, 05/2019.  Download: 1910.12132.pdf (567.01 KB)
Shaghaghian, S., and M. J. Coates, "Bayesian Inference of Diffusion Networks with Unknown Infection Times", Proc. IEEE Statistical Signal Processing Workshop (SSP), 2016.
Ma, Z., P. E. Caines, and L. G. Mason, "Call Admission Control and Routing Control in Communication Networks via Dynamic Programming with State Aggregation", Workshop on Modeling and Control of Complex Systems, 06/2005. Abstract  Download: PDF (70.61 KB)
Porter, E., E. Kirshin, A. Santorelli, and M. Popović, "A Clinical Prototype for Microwave Breast Imaging Using Time-Domain Measurements", Proc. 7th European Conference on Antennas and Propagation (EUCAP 2013), Gothenburg, Sweden, Apr. 8-12, 2013.  Download: Porter_EUCAP2013.pdf (226.23 KB)
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)
Henderson, P., M. Vertescher, D. Meger, and M. J. Coates, "Cost adaptation for robust decentralized swarm behaviour", Proc. IEEE Int. Conf. Intelligent Robots and Systems, Madrid, Spain, 10/2018.
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)
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)
Shahid, A., D. Üstebay, and M. J. Coates, "Distributed Ensemble Kalman Filtering", Proc. IEEE Sensor Array and Multichannel Signal Processing Workshop, A Coruna, Spain, 06/2014.
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)
Thouin, F., M. J. Coates, and M. G. Rabbat, "Efficient network-wide probabilistic available bandwidth estimation", ACM SIGMETRICS Workshop on Learning for Networking, SEATTLE, WA, USA, Jun. 2009.  Download: sig_learn_net09_cameraready.pdf (179.31 KB)
Assran, M., and M. G. Rabbat, "An empirical comparison of multi-agent optimization algorithms", 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP): IEEE, pp. 573–577, 2017.
Teimury, F., S. Pal, A. Amini, and M. J. Coates, "Estimation of time-series on graphs using Bayesian graph convolutional neural networks", Proc. SPIE Wavelets and Sparsity XVIII, vol. 11138, San Diego, CA, USA, pp. 299 – 306, Sep., 2019.  Download: spie_paper.pdf (380.41 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)
Oreshkin, B. N., A. Amini, L. Coyle, and M. J. Coates, "FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting", AAAI, 2021.
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, 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.
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)
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)
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)