Towards creativity characterization of generative models via group-based subset scanningCelia CintasPayel Daset al.2021ICLR 2021
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveysGirmaw Abebe TadesseCelia Cintaset al.2020ICML 2020
Weakly Supervised Detection of Hallucinations in LLM ActivationsMiriam RateikeCelia Cintaset al.2023NeurIPS 2023
Characterizing pre-trained and task-adapted molecular representationsCelia CintasPayel Daset al.2023NeurIPS 2023
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AIGirmaw Abebe TadesseWilliam Ogalloet al.2022AAAI 2022
Unsupervised Discovery of Subgroups with Anomalous Maternal and Neonatal Outcomes with WHO’s Safe Childbirth Checklist as InterventionGirmaw Abebe TadesseWilliam Ogalloet al.2020NeurIPS 2020
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine LearningGirmaw Abebe TadesseCelia Cintaset al.2023npj Digital Medicine
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised ContentCelia CintasSkyler Speakmanet al.2021ICML 2021
Inspection of blackbox models for evaluating vulnerability in maternal, newborn, and child healthWilliam OgalloSkyler Speakmanet al.2021IJCAI 2020
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine LearningWilliam OgalloSkyler Speakmanet al.2020AMIA Annual Symposium 2020