MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domainsGirmaw Abebe TadesseJannis Bornet al.2022KDD 2022
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset ScanningHannah KimGirmaw Abebe Tadesseet al.2021KDD 2021
Identifying Audio Adversarial Examples via Anomalous Pattern DetectionVictor AkinwandeCelia Cintaset al.2020KDD 2020
Cross-country linkage of disjoint datasets to address global health challengesGirmaw Abebe TadesseCelia Cintaset al.2021IJCAI 2020
Bridging the Gap: Leveraging Data Science to Equip Domain Experts with the Tools to Address Challenges in Maternal, Newborn, and Child HealthGirmaw Abebe TadesseWilliam Ogalloet al.2024npj Women's Health
Detecting Systematic Deviations in Data and ModelsSkyler SpeakmanGirmaw Abebe Tadesseet al.2023IEEE Computer
Racial Representation Analysis in Dermatology Academic MaterialsGirmaw Abebe TadesseCelia Cintaset al.2021AMIA Annual Symposium 2021