Publications

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2019
Pal, S., F. Regol, and M. 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.
Pal, S., F. Regol, and M. 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.
Pal, S., and M. Coates, "Scalable MCMC in degree corrected stochastic block model", Proc. IEEE Int. Conf. Acoustics, Speech, Signal Processing, Brighton, UK, 05/2019.  Download: dcbm_mcmc.pdf (233.44 KB)
2018
Pal, S., and M. Coates, "Sequential MCMC with the discrete bouncy particle sampler", IEEE Statistical Signal Processing Workshop (SSP), Freiburg, Germany, IEEE, Accepted, 2018.  Download: ssp18_v4.pdf (210.86 KB)
Pal, S., and M. Coates, "Particle flow particle filter for Gaussian mixture noise models", IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, Canada, IEEE, 04/2018.  Download: ICASSP_v7.pdf (204.1 KB)
2017
Pal, S., and M. Coates, "Gaussian sum particle flow filter", IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Curacao, The Netherlands, IEEE, 12/2017.  Download: CAMSAP_v8.pdf (217.44 KB)