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12/31/2022
UltraProp: Principled and Explainable Propagation on Large Graphs
Given a large graph with few node labels, how can we (a) identify the mi...
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11/05/2022
Unsupervised Machine Learning for Explainable Medicare Fraud Detection
The US federal government spends more than a trillion dollars per year o...
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10/08/2022
SlenderGNN: Accurate, Robust, and Interpretable GNN, and the Reasons for its Success
Can we design a GNN that is accurate and interpretable at the same time?...
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11/11/2021
Benefit-aware Early Prediction of Health Outcomes on Multivariate EEG Time Series
Given a cardiac-arrest patient being monitored in the ICU (intensive car...
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09/06/2021
gen2Out: Detecting and Ranking Generalized Anomalies
In a cloud of m-dimensional data points, how would we spot, as well as r...
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12/05/2020
FAIROD: Fairness-aware Outlier Detection
Fairness and Outlier Detection (OD) are closely related, as it is exactl...
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05/06/2018