Home

Publications

Export 13 results:
Sort by: [ Author (Asc)] Title Type Year
Filters: First Letter Of Last Name is A  [Clear All Filters]
[A] B C D E F G H I J K L M N O P Q R S T U V W X Y Z   [Show ALL]
A
Ahmed, T., M. J. Coates, and A. Lakhina, "Multivariate online anomaly detection using kernel recursive least squares", IEEE INFOCOM, Anchorage, AK, May 2007.  Download: ahmed_INFOCOM07.pdf (217.44 KB)
Ahmed, T., and M. J. Coates, Flow vector prediction, , Montreal, Department of Electrical and Computer Engineering, McGill University, 09/2005.  Download: ahmed_TechReport05.pdf (393.83 KB)
Ahmed, T., B. N. Oreshkin, and M. J. Coates, "Machine Learning Approaches to Network Anomaly Detection", SysML, Boston, MA, April 2007.  Download: ahmed_SysML07.pdf (187.56 KB)
Ahmed, T., M. J. Coates, and A. Lakhina, Multivariate online anomaly detection using kernel recursive least squares, , Montreal, Department of Electrical and Computer Engineering, McGill University, 07/2006.  Download: ahmed_TechReport06.pdf (213.42 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.
Assran, M., and M. G. Rabbat, "Asynchronous subgradient-push", arXiv preprint arXiv:1803.08950, 2018.
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.
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.
Aysal, T. C., B. N. Oreshkin, and M. J. Coates, Accelerated Distributed Average Consensus Via Localized Node State Prediction, , Montreal, QC, Canada, Department of Electrical and Computer Engineering, McGill University, 10/2007. Abstract  Download: aysal_TechReport07.pdf (196.67 KB)
Aysal, T. C., B. N. Oreshkin, and M. J. Coates, "Accelerated Distributed Average Consensus Via Localized Node State Prediction", IEEE Transactions on Signal Processing, vol. 57, pp. 1576, 12/2008, 2009.  Download: 04694103.pdf (530.02 KB)
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Rates of Convergence for Distributed Average Consensus with Probabilistic Quantization", Allerton Conference on Communication, Control and Computing, Urbana, IL, USA, 09/2007.  Download: aysal_Allerton07.pdf (223.31 KB)
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "Distributed Average Consensus With Dithered Quantization", IEEE Transactions on Signal Processing, vol. 56, issue 10, pp. 4918, 10/2008, 2007.  Download: 04542554.pdf (662.59 KB)
Aysal, T. C., M. J. Coates, and M. G. Rabbat, "DISTRIBUTED AVERAGE CONSENSUS USING PROBABILISTIC QUANTIZATION", IEEE Workshop on Statistical Signal Processing, Madison, WI, USA, 08/2007.  Download: aysal_SSP07.pdf (133.83 KB)