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11/04/2022
Bayesian Sequential Experimental Design for a Partially Linear Model with a Gaussian Process Prior
We study the problem of sequential experimental design to estimate the p...
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01/28/2022
Heterogeneous Treatment Effect Estimation based on a Partially Linear Nonparametric Bayes Model
Recently, conditional average treatment effect (CATE) estimation has bee...
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03/15/2021
Bayesian Model Averaging for Causality Estimation and its Approximation based on Gaussian Scale Mixture Distributions
In the estimation of the causal effect under linear Structural Causal Mo...
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05/13/2020
Improved Computation-Communication Trade-Off for Coded Distributed Computing using Linear Dependence of Intermediate Values
In large scale distributed computing systems, communication overhead is ...
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06/26/2019
Proceedings of the 11th Asia-Europe Workshop on Concepts in Information Theory
This year, 2019 we celebrate 30 years of our friendship between Asian an...
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01/16/2019
A Note on the Estimation Method of Intervention Effects based on Statistical Decision Theory
In this paper, we deal with the problem of estimating the intervention e...
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01/15/2019
