Publications

35 results for Skyler Speakman

Towards creativity characterization of generative models via group-based subset scanning
- - Celia Cintas
  - Payel Das
  - et al.
- 2021
- ICLR 2021
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
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
Detection of Anomalous Patterns Associated with the Impact of Medications on 30-Day Hospital Readmission Rates in Diabetes Care
- - William Ogallo
  - Girmaw Abebe Tadesse
  - et al.
- 2021
- AMIA Informatics Summit 2021
Detecting adversarial attacks via subset scanning of autoencoder activations and reconstruction error
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- IJCAI 2020
Inspection of blackbox models for evaluating vulnerability in maternal, newborn, and child health
- - William Ogallo
  - 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‚Äôs 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