Successes and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan
- Ifrah Idrees
- Skyler Speakman
- et al.
- 2021
- AMIA Informatics Summit 2021
Publications
43 results for Skyler Speakman
Data-level Linkage of Multiple Surveys for Improved Understanding of Global Health Challenges
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2021
- AMIA Informatics Summit 2021
Inspection of blackbox models for evaluating vulnerability in maternal, newborn, and child health
- William Ogallo
- Skyler Speakman
- et al.
- 2021
- IJCAI 2020
Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error
- Celia Cintas
- Skyler Speakman
- et al.
- 2021
- IJCAI 2020
Successes and Misses of Global Health Development: Detecting Temporal Concept Drift of Under-5 Mortality Prediction Models with Bias Scan
- Ifrah Idrees
- Skyler Speakman
- et al.
- 2021
- AMIA Annual Symposium
Unsupervised Discovery of Subgroups with Anomalous Maternal and Neonatal Outcomes with WHO’s Safe Childbirth Checklist as Intervention
- Girmaw Abebe Tadesse
- William Ogallo
- et al.
- 2020
- NeurIPS 2020
Identifying Audio Adversarial Examples via Anomalous Pattern Detection
- Victor Akinwande
- Celia Cintas
- et al.
- 2020
- KDD 2020
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2020
- ICML 2020
Cross-country linkage of disjoint datasets to address global health challenges
- Girmaw Abebe Tadesse
- Celia Cintas
- et al.
- 2021
- IJCAI 2020
Preservation of anomalous subgroups on variational autoencoder transformed data
- Samuel C. Maina
- Reginald Bryant
- et al.
- 2020
- ICASSP 2020