McGill Computer Networks Research Lab

Bayesian graph convolutional neural networks

• Publication: Y. Zhang, S. Pal, M.J. Coates and D. Üstebay, Bayesian graph convolutional neural networks for semi-supervised classification, in Proc. AAAI Int. Conf. Artificial Intelligence, Hawaii, USA, Feb. 2019.
• Code: https://github.com/huawei-noah/BGCN

Bayesian graph convolutional neural networks (Node Copying graph model)

• Publication: S. Pal, F. Regol, and M.J. Coates, Bayesian graph convolutional neural networks using node copying, in Proc. Learning and Reasoning with Graph-Structured Representations Workshop, (International Conference on Machine Learning), Long Beach, USA, Jun. 2019.
• Code:  https://github.com/floregol/BGCN_copying

Particle Flow Particle Filter

• Publication: Li, Y., and M. J. Coates, Particle filtering with invertible particle Flow, IEEE Transactions on Signal Processing, 2017.

• Code: PFPF

Multisensor CPHD Filter

• Publication: Nannuru, S., B. Stephane, M. J. Coates, and M. G. Rabbat, "Multisensor CPHD filter", IEEE Transactions on Aerospace and Electronic Systems, Submitted.

• Code: Multisensor CPHD Filter

Multivariate Sparse Factor Regression

• Publication: Kharratzadeh, M., and M. J. Coates, Sparse Multivariate Factor Regression, Submitted.

• MATLAB Code: SMFR

Graph Clustering: Greedy Agglomerative Normalize Cut (GANC)

• Publication: S. Salim Tabatabei, M. Coates, and M. Rabbat, GANC: Greedy Agglomerative Normalized Cut, Technical Report, Apr. 2011.
• Project Description and Code: GANC Project Page

Accelerated Consensus

• Publication: B. Oreshkin, M. Coates, and M. Rabbat, Optimization and analysis of distributed averaging with short node memory, IEEE Transactions on Signal Processing, vol. 58, no. 5, pp. 2850-2865, May, 2010.
• Project Description and Code: Accelerated Consensus

Greedy Gossip with Eavesdropping (GGE)

• Publication: D. Üstebay, B. Oreshkin, M. Coates, and M. Rabbat, Greedy gossip with eavesdropping, IEEE Transactions on Signal Processing, vol. 58, no. 7, pp. 3765-3776, July 2010.
• Project Description and Code: Greedy Gossip (GGE)

Multivariate Online Network Anomaly Detection

• Publication: T. Ahmed, M. Coates and A. Lakhina, Multivariate online anomaly detection using kernel recursive least squares, in Proc. IEEE Infocom, Anchorage, AK, May 2007.
• Project Description and Code: Kernel-based Online Anomaly Detection (KOAD)