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- Chris Oates
Dr Chris Oates
University of Technology Sydney
Publications
Invited talks, refereed proceedings and other conference outputs
Oates, C.
(2016). Variance Reduction for Doubly Intractable Likelihood Problems.
MCMSki V (IMS-ISBA Joint Meeting).
Oates, C.
(2016). Probabilistic Meshless Methods for Bayesian Inverse Problems.
SIAM Conference on Uncertainty Quantification.
Oates, C.
(2016). Probabilistic Integration for Intractable Distributions.
Monte Carlo and Quasi Monte Carlo Methods (MCQMC 2016).
Journal Articles
Friel, N., McKeone JP., Oates C., & Pettitt A.N.
(2017). Investigation of the widely applicable Bayesian information criterion.
Statistics and Computing. 27, 833–844. doi: 10.1007/s11222-016-9657-y
Oates, C., Kasza J., Simpson J. A., & Forbes A. B.
(2017). Repair of partly misspecified causal diagrams.
Epidemiology. doi: 10.1097/EDE.0000000000000659
Oates, C., Smith J. Q., & Mukherjee S.
(2016). Estimating causal structure using conditional DAG models.
Journal of Machine Learning Research. 17(54), 1-23.
Harjanto, D., Papamarkou T., Oates C., Rayon-Estrada V., Papavasiliou F. N., & Papavasiliou A.
(2016). RNA editing generates cellular subsets with diverse sequence within populations.
Nature Communications. 7, 12145-12145. doi: 10.1038/ncomms12145
Oates, C., Girolami M., & Chopin N.
(2016). Control functionals for Monte Carlo integration.
Journal of the Royal Statistical Society: Series B (Statistical Methodology). doi: 10.1111/rssb.12185
Friel, N., Mira A., & Oates C.
(2016). Exploiting multi-core architectures for reduced-variance estimation with intractable likelihoods.
Bayesian Analysis. 11(1), 215-245. doi: 10.1214/15-BA948
Oates, C., Papamarkou T., & Girolami M.
(2016). The controlled thermodynamic integral for Bayesian model evidence evaluation.
Journal of the American Statistical Association. 111(514), 634-645. doi: 10.1080/01621459.2015.1021006
Oates, C., Smith J. Q., Mukherjee S., & Cussens J.
(2015). Exact estimation of multiple directed acyclic graphs.
Statistics and Computing. 26(4), 797-811. doi: 10.1007/s11222-015-9570-9
Oates, C., Costa L., & Nichols T. E.
(2015). Toward a Multisubject Analysis of Neural Connectivity.
Neural Computation. 27(1), 151-170. doi: 10.1162/NECO_a_00690
Korkola, J. E., Collisson E. A., Heiser L., Oates C., Bayani N., Itani S., et al.
(2015). Decoupling of the PI3K Pathway via Mutation Necessitates Combinatorial Treatment in HER2+ Breast Cancer.
PLOS ONE. 10(7), doi: 10.1371/journal.pone.0133219
Oates, C.
(2015). Accelerated non-parametrics for cascades of Poisson processes.
Stat. 4(1), 183-195. doi: 10.1002/sta4.87