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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
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Posts
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Blog Post number 4
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Blog Post number 1
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japanese
publications
Diffusion Model in Causal Inference with Unmeasured Confounders
Published in 2023 IEEE Symposium Series On Computational Intelligence, 2023
We study how to extend the use of the diffusion model to answer the causal question from the observational data under the existence of unmeasured confounders.
Recommended citation: Shimizu, Tatsuhiro. (2023). "Diffusion Model in Causal Inference with Unmeasured Confounders." in Proceedings of 2023 IEEE Symposium Series On Computational Intelligence. http://tatsu432.github.io/files/BDCM.pdf
Doubly Robust Estimator for Off-Policy Evaluation with Large Action Spaces
Published in 2023 IEEE Symposium Series On Computational Intelligence, 2023
We study Off-Policy Evaluation (OPE) in contextual bandit settings with large action spaces.
Recommended citation: Shimizu, Tatsuhiro and Forastiere, Laura. (2023). "Doubly Robust Estimator for Off-Policy Evaluation with Large Action Spaces." in Proceedings of 2023 IEEE Symposium Series On Computational Intelligence. http://tatsu432.github.io/files/MDR.pdf