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Thesis
Valenchon, J.
,
"
Graph-based machine learning algorithms for predicting disease outcomes
",
Electrical and Computer Engineering
, vol. Master, Montreal, McGill, pp. 108, 03/2019.
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Thesis_v1_revised_Juliette_Valenchon.pdf
(5.39 MB)
Report
Nannuru, S.
,
M. J. Coates
, and
M. G. Rabbat
,
General multisensor CPHD filter
,
: McGill University, Sept. 2014.
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multisensor_report.pdf
(389.71 KB)
Journal Article
Tabatabaei, S. S.
,
M. J. Coates
, and
M. G. Rabbat
,
"
GANC: Greedy agglomerative normalized cut
",
Pattern Recognition
, vol. 45, issue 2, pp. 12, Februrary 2012.
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GANC.pdf
(553.87 KB);
ganc_v1.0.zip
(186.74 KB)
Yu, J. Y.
,
M. J. Coates
, and
M. G. Rabbat
,
"
Graph-Based Compression for Particle Filters
",
IEEE Trans. Signal Inf. Process. Netw.
, vol. 5, issue 3, 09/2019.
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Graph-Based Compression for Distributed Particle Filters.pdf
(416.04 KB)
Üstebay, D.
,
B. N. Oreshkin
,
M. J. Coates
, and
M. G. Rabbat
,
"
Greedy gossip with eavesdropping
",
IEEE Transactions on Signal Processing
, vol. 58, issue 7, pp. 3765 - 3776, July 2010.
Abstract
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GGE_one_column.pdf
(882.07 KB)
Conference Proceedings
Nannuru, S.
,
M. J. Coates
, and
A. Doucet
,
"
A Gaussian mixture ensemble transform filter for vector observations
",
SPIE Defense, Security, and Sensing
, Baltimore, MD, USA, May 2013.
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Nannuru_SPIE2013.pdf
(409.84 KB);
spie2013_v7_0.pdf
(409.84 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.
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Gaussian_particle_flow_implementation_of_PHD_filter.pdf
(556.36 KB)
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.
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Yao, Z.
,
V. Gripon
, and
M. G. Rabbat
,
"
A GPU-based Associative Memory using Sparse Neural Networks
",
High Performance Computing & Simulation (HPCS), 2014 International Conference on
, Blogna, Italy, IEEE, pp. 688 - 692, 07/2014.
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Üstebay, D.
,
M. J. Coates
, and
M. G. Rabbat
,
"
Greedy gossip with eavesdropping
",
3rd International Symposium on Wireless Pervasive Computing (ISWPC)
, Santorini, Greece, pp. 759-763, May 2008.
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Conference Paper
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.
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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.
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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.
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A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION.pdf
(470.2 KB)