Desi R. Ivanova | DeepAI

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Featured Co-authors

Yarin Gal
126 publications
Stefan Bauer
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Tom Rainforth
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Michael U. Gutmann
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Andrew Jesson
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Adam Foster
12 publications
Yashas Annadani
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Panagiotis Tigas
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Steven Kleinegesse
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Freddie Bickford Smith
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Ilyas Malik
1 publication

research

∙ 02/28/2023

Modern Bayesian Experimental Design

Bayesian experimental design (BED) provides a powerful and general frame...

0 Tom Rainforth, et al. ∙

research

∙ 02/21/2023

Differentiable Multi-Target Causal Bayesian Experimental Design

We introduce a gradient-based approach for the problem of Bayesian optim...

0 Yashas Annadani, et al. ∙

research

∙ 11/03/2021

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

We introduce implicit Deep Adaptive Design (iDAD), a new method for perf...

0 Desi R. Ivanova, et al. ∙

research

∙ 03/03/2021

Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design

We introduce Deep Adaptive Design (DAD), a method for amortizing the cos...

0 Adam Foster, et al. ∙