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Annealed Importance Sampling with q-Paths


Dec 14, 2020
Rob Brekelmans, Vaden Masrani, Thang Bui, Frank Wood, Aram Galstyan, Greg Ver Steeg, Frank Nielsen

* NeurIPS Workshop on Deep Learning through Information Geometry (Best Paper Award) 

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Gaussian Process Bandit Optimization of the Thermodynamic Variational Objective


Oct 31, 2020
Vu Nguyen, Vaden Masrani, Rob Brekelmans, Michael A. Osborne, Frank Wood

* NeurIPS 2020 

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Gaussian Process Bandit Optimization of theThermodynamic Variational Objective


Oct 29, 2020
Vu Nguyen, Vaden Masrani, Rob Brekelmans, Michael A. Osborne, Frank Wood

* NeurIPS 2020 

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All in the Exponential Family: Bregman Duality in Thermodynamic Variational Inference


Jul 01, 2020
Rob Brekelmans, Vaden Masrani, Frank Wood, Greg Ver Steeg, Aram Galstyan

* ICML 2020 

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Planning as Inference in Epidemiological Models


Apr 03, 2020
Frank Wood, Andrew Warrington, Saeid Naderiparizi, Christian Weilbach, Vaden Masrani, William Harvey, Adam Scibior, Boyan Beronov, Ali Nasseri

* minor typos corrected 

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Improved Few-Shot Visual Classification


Dec 12, 2019
Peyman Bateni, Raghav Goyal, Vaden Masrani, Frank Wood, Leonid Sigal


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The Thermodynamic Variational Objective


Jun 28, 2019
Vaden Masrani, Tuan Anh Le, Frank Wood


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