Dec 1, 2022 · We want to investigate how to efficiently adapt to a new survival target domain from multiple survival source domains.
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In contrast to previous multi-task setups, we want to investigate how to efficiently adapt to a new survival target domain from multiple survival source domains ...
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Feb 7, 2023 · These allow us to define domain adaptation for survival analysis while incorporating censored data, which would otherwise have to be dropped.
A new survival metric and the corresponding discrepancy measure between survival distributions are introduced that allow us to define domain adaptation for ...
This repository will contain code for the paper Multi-Source Survival Domain Adaptation (Shaker & Lawrence, AAAI 2023). It's still under construction.
In contrast to previous multi-task setups, we want to investigate how to efficiently adapt to a new survival target domain from multiple survival source domains ...
Feb 22, 2022 · Multi-source domain adaptation (MDA) aims to transfer knowledge from multiple source domains to an unlabeled target domain. MDA is a challenging ...
Missing: Survival | Show results with:Survival
We propose Self-Rule to Multi-Adapt (SRMA), which takes advantage of self-supervised learning to perform domain adaptation, and removes the necessity of fully- ...
Unsupervised Multi-source Domain Adaptation for Regression
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We consider the problem of unsupervised domain adaptation from multiple sources in a regression setting. We propose in this work an original method to take ...
This paper presents a theoretical analysis of the problem of domain adaptation with multiple sources. For each source domain, the distribution over the ...