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06/26/2023
Identifying Socially Disruptive Policies
Social disruption occurs when a policy creates or destroys many network ...
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06/25/2023
Towards Trustworthy Explanation: On Causal Rationalization
With recent advances in natural language processing, rationalization bec...
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07/11/2022
FD-GATDR: A Federated-Decentralized-Learning Graph Attention Network for Doctor Recommendation Using EHR
In the past decade, with the development of big data technology, an incr...
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05/02/2022
Heterogeneous Treatment Effects for Networks, Panels, and other Outcome Matrices
We are interested in the distribution of treatment effects for an experi...
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07/01/2019
Predicting Treatment Initiation from Clinical Time Series Data via Graph-Augmented Time-Sensitive Model
Many computational models were proposed to extract temporal patterns fro...
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07/01/2019
Rare Disease Detection by Sequence Modeling with Generative Adversarial Networks
Rare diseases affecting 350 million individuals are commonly associated ...
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12/03/2018
Semi-supervised Rare Disease Detection Using Generative Adversarial Network
Rare diseases affect a relatively small number of people, which limits i...
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01/19/2017