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CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design


Feb 27, 2023
Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster

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* 9 pages, 6 figures 

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Differentiable Multi-Target Causal Bayesian Experimental Design


Feb 21, 2023
Yashas Annadani, Panagiotis Tigas, Desi R. Ivanova, Andrew Jesson, Yarin Gal, Adam Foster, Stefan Bauer

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Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation


Jul 12, 2022
Desi R. Ivanova, Joel Jennings, Cheng Zhang, Adam Foster

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* ICML 2022 Workshop on Adaptive Experimental Design and Active Learning in the Real World. 16 pages, 5 figures 

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Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods


Nov 03, 2021
Desi R. Ivanova, Adam Foster, Steven Kleinegesse, Michael U. Gutmann, Tom Rainforth

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* 33 pages, 8 figures. Published as a conference paper at NeurIPS 2021 

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Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design


Mar 03, 2021
Adam Foster, Desi R. Ivanova, Ilyas Malik, Tom Rainforth

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