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Measure Transport with Kernel Stein Discrepancy


Oct 26, 2020
Matthew A. Fisher, Tui Nolan, Matthew M. Graham, Dennis Prangle, Chris J. Oates


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Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners


Jun 12, 2020
Rob Geada, Dennis Prangle, Andrew Stephen McGough

* https://github.com/RobGeada/bonsai-net-lite 

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Distilling importance sampling


Oct 08, 2019
Dennis Prangle

* Work in progress 

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Scalable approximate inference for state space models with normalising flows


Oct 02, 2019
Tom Ryder, Andrew Golightly, Isaac Matthews, Dennis Prangle


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Variational Bridge Constructs for Grey Box Modelling with Gaussian Processes


Jun 21, 2019
Wil O. C. Ward, Tom Ryder, Dennis Prangle, Mauricio A. Álvarez

* 12 pages plus two page supplementary 

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Black-Box Autoregressive Density Estimation for State-Space Models


Nov 21, 2018
Tom Ryder, Andrew Golighty, A. Stephen McGough, Dennis Prangle

* V2 

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Black-box Variational Inference for Stochastic Differential Equations


May 14, 2018
Thomas Ryder, Andrew Golightly, A. Stephen McGough, Dennis Prangle

* V3 - revised based on ICML reviewer comments V2 - added acknowledgements and link to code 

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Marginal sequential Monte Carlo for doubly intractable models


Oct 12, 2017
Richard G. Everitt, Dennis Prangle, Philip Maybank, Mark Bell


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An ABC interpretation of the multiple auxiliary variable method


Apr 27, 2016
Dennis Prangle, Richard G. Everitt


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