26 citations · 76 across the 14 of their papers we have counts for
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stat.ML2019
A Bayesian Approach to Modelling Longitudinal Data in Electronic Health Records
Alexis Bellot, Mihaela van der Schaar
Analyzing electronic health records (EHR) poses significant challenges because often few samples are available describing a patient's health and, when available, their information…
stat.ME2019★ 1 cited
Kernel Hypothesis Testing with Set-valued Data
Alexis Bellot, Mihaela van der Schaar
We present a general framework for hypothesis testing on distributions of sets of individual examples. Sets may represent many common data sources such as groups of observations in…
stat.ML2019★ 26 cited
Conditional Independence Testing using Generative Adversarial Networks
Alexis Bellot, Mihaela van der Schaar
We consider the hypothesis testing problem of detecting conditional dependence, with a focus on high-dimensional feature spaces. Our contribution is a new test statistic based on s…