26 citations · 76 across the 14 of their papers we have counts for
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stat.ML2020★ 6 cited
Accounting for Unobserved Confounding in Domain Generalization
Alexis Bellot, Mihaela van der Schaar
This paper investigates the problem of learning robust, generalizable prediction models from a combination of multiple datasets and qualitative assumptions about the underlying dat…
cs.LG2020★ 13 cited
Learning Dynamic and Personalized Comorbidity Networks from Event Data using Deep Diffusion Processes
Zhaozhi Qian, Ahmed M. Alaa, Alexis Bellot +2
Comorbid diseases co-occur and progress via complex temporal patterns that vary among individuals. In electronic health records we can observe the different diseases a patient has,…