McGill Computer Networks Research Lab
People
Home
Publications
Authors
Keywords
Projects
Software
Events
Contact
People
Blog (Lab Members)
Log In (Lab Members)
Search
Search this site:
Home
Publications
List
Filter
Export 15 results:
RTF
Tagged
XML
BibTex
Sort by:
Author
[
Title
]
Type
Year
Filters:
Author
is
S. Pal
[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
A
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
2007.05003.pdf
(694.35 KB)
B
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.
RTF
Tagged
XML
BibTex
Google Scholar
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.
RTF
Tagged
XML
BibTex
Google Scholar
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
1910.12132.pdf
(567.01 KB)
D
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
zhang21i.pdf
(828 KB);
zhang21i-supp.pdf
(812.3 KB)
E
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
spie_paper.pdf
(380.41 KB)
G
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
CAMSAP_v8.pdf
(217.44 KB)
I
Li, Y.
,
S. Pal
, and
M. J. Coates
,
"
Invertible particle-flow-based sequential MCMC with extension to Gaussian mixture noise models
",
IEEE Trans. Signal Processing
, vol. 67, issue 9, pp. 2499-2512, 05/2019.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
1807.02535.pdf
(3.72 MB)
N
Regol, F.
,
S. Pal
, and
M. J. Coates
,
"
Node Copying for Protection Against Graph Neural Network Topology Attacks
",
Proc. IEEE Comput. Adv. in Multi-Sensor Adaptive Process.
, Guadeloupe, West Indies, Dec., 2019.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
2007.06704.pdf
(310.01 KB)
Pal, S.
,
S. Malekmohammadi
,
F. Regol
,
Y. Zhang
,
Y. Xu
, and
M. J. Coates
,
"
Non-Parametric Graph Learning for Bayesian Graph Neural Networks
",
Proc. Uncertainity in Artificial Intell.
, Virtual Conference, Aug., 2020.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
2006.13335.pdf
(796.91 KB)
P
Pal, S.
, and
M. J. Coates
,
"
Particle flow particle filter for Gaussian mixture noise models
",
Proc. IEEE Int. Conf. Acoust., Speech and Signal Process. (ICASSP)
, Calgary, Canada, IEEE, 04/2018.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
ICASSP_v7.pdf
(204.1 KB)
Pal, S.
, and
M. J. Coates
,
"
Particle Flow Particle Filter using Gromov’s method
",
Proc. IEEE Comput. Adv. in Multi-Sensor Adaptive Process.
, Guadeloupe, West Indies, Dec., 2019.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
CAMSAP_MC_2019.pdf
(251.51 KB)
R
Pal, S.
,
L. Ma
,
Y. Zhang
, and
M. J. Coates
,
"
RNN with Particle Flow for Probabilistic Spatio-temporal Forecasting
",
Proc. Int. Conf. Machine Learning
, Virtual Conference, Jul., 2021.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
2106.06064.pdf
(6.6 MB)
S
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
dcbm_mcmc.pdf
(233.44 KB)
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.
RTF
Tagged
XML
BibTex
Google Scholar
Download:
ssp18_v4.pdf
(210.86 KB)