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Desi R. Ivanova
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Year
Deep adaptive design: Amortizing sequential bayesian experimental design
A Foster, DR Ivanova, I Malik, T Rainforth
International Conference on Machine Learning, 3384-3395, 2021
492021
Implicit Deep Adaptive Design: Policy-Based Experimental Design without Likelihoods
DR Ivanova, A Foster, S Kleinegesse, MU Gutmann, T Rainforth
Advances in Neural Information Processing Systems 34, 25785-25798, 2021
252021
Modern Bayesian Experimental Design
T Rainforth, A Foster, DR Ivanova, FB Smith
arXiv preprint arXiv:2302.14545, 2023
142023
Differentiable Multi-Target Causal Bayesian Experimental Design
Y Annadani, P Tigas, DR Ivanova, A Jesson, Y Gal, A Foster, S Bauer
arXiv preprint arXiv:2302.10607, 2023
22023
Efficient Real-world Testing of Causal Decision Making via Bayesian Experimental Design for Contextual Optimisation
DR Ivanova, J Jennings, C Zhang, A Foster
arXiv preprint arXiv:2207.05250, 2022
22022
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design
DR Ivanova, J Jennings, T Rainforth, C Zhang, A Foster
arXiv preprint arXiv:2302.14015, 2023
12023
Differentiable multi-target causal bayesian experimental design
P Tigas, Y Annadani, DR Ivanova, A Jesson, Y Gal, A Foster, S Bauer
International Conference on Machine Learning, 34263-34279, 2023
2023
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