Scott A. Sisson
Orcid: 0000-0001-8943-067XAffiliations:
- University of New South Wales, School of Mathematics and Statistics, Sydney, NSW, Australia
- Bristol University, UK (PhD 2002)
According to our database1,
Scott A. Sisson
authored at least 48 papers
between 2003 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Bibliography
2024
2023
Stat. Comput., February, 2023
Hawkes Processes With Stochastic Exogenous Effects for Continuous-Time Interaction Modelling.
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Proceedings of the International Conference on Machine Learning, 2023
2022
IEEE Trans. Signal Inf. Process. over Networks, 2022
J. Comput. Graph. Stat., 2022
2021
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
2020
IEEE Trans. Signal Process., 2020
Stat. Comput., 2020
Environ. Model. Softw., 2020
Recurrent Dirichlet Belief Networks for Interpretable Dynamic Relational Data Modelling.
CoRR, 2020
Recurrent Dirichlet Belief Networks for interpretable Dynamic Relational Data Modelling.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020
Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020
2019
Image Denoising Based on Nonlocal Bayesian Singular Value Thresholding and Stein's Unbiased Risk Estimator.
IEEE Trans. Image Process., 2019
CoRR, 2019
Acceleration of expensive computations in Bayesian statistics using vector operations.
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
Comput. Stat. Data Anal., 2018
Comput. Stat. Data Anal., 2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2018
2017
Environ. Model. Softw., 2017
Extending approximate Bayesian computation methods to high dimensions via a Gaussian copula model.
Comput. Stat. Data Anal., 2017
2016
Pattern Recognit., 2016
Functional regression approximate Bayesian computation for Gaussian process density estimation.
Comput. Stat. Data Anal., 2016
2015
Increasing dependence on foreign water resources? An assessment of trends in global virtual water flows using a self-organizing time map.
Ecol. Informatics, 2015
Comput. Stat. Data Anal., 2015
2014
Comput. Stat. Data Anal., 2014
2012
On sequential Monte Carlo, partial rejection control and approximate Bayesian computation.
Stat. Comput., 2012
A Model-Based Bayesian Estimation of the Rate of Evolution of VNTR Loci in <i>Mycobacterium tuberculosis</i>.
PLoS Comput. Biol., 2012
Efficient hydrological model parameter optimization with Sequential Monte Carlo sampling.
Environ. Model. Softw., 2012
Comput. Stat. Data Anal., 2012
2010
IEEE Trans. Signal Process., 2010
2009
Stat. Comput., 2009
2007
2003