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MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domainsGirmaw Abebe TadesseJannis Bornet al.2022KDD 2022
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Data-Driven Sequential Uptake Pattern Discovery for Family Planning StudiesCelia CintasVictor Akinwandeet al.2021AMIA Annual Symposium 2021
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised ContentCelia CintasSkyler Speakmanet al.2021ICML 2021
Data-level Linkage of Multiple Surveys for Improved Understanding of Global Health ChallengesGirmaw Abebe TadesseCelia Cintaset al.2021AMIA Informatics Summit 2021
Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction errorCelia CintasSkyler Speakmanet al.2021IJCAI 2020
Inspection of blackbox models for evaluating vulnerability in maternal, newborn, and child healthWilliam OgalloSkyler Speakmanet al.2021IJCAI 2020