Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data
- Girmaw Abebe Tadesse
- William Ogallo
- et al.
- 2022
- Big Data 2022
Publications
41 results for Girmaw Abebe Tadesse
Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention
- Girmaw Abebe Tadesse
- Megan Marx Delaney
- et al.
- 2022
- AMIA Annual Symposium 2022
Advances, challenges and opportunities in creating data for trustworthy AI
- Weixin Liang
- Girmaw Abebe Tadesse
- et al.
- 2022
- Nature Machine Intelligence
MPEGO: A toolkit for multi-level performance evaluation of generative models for material discovery domains
- Girmaw Abebe Tadesse
- Jannis Born
- et al.
- 2022
- KDD 2022
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning
- Celia Cintas
- Payel Das
- et al.
- 2022
- IJCAI 2022
Out-of-Distribution detection in dermatology using input perturbation and subset scanning
- Hannah Kim
- Girmaw Abebe Tadesse
- et al.
- 2022
- ISBI 2022
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AI
- Girmaw Abebe Tadesse
- William Ogallo
- et al.
- 2022
- AAAI 2022
Pattern detection in the activation space for identifying synthesized content
- Celia Cintas
- Skyler Speakman
- et al.
- 2021
- Pattern Recognition Letters
Automated Supervised Feature Selection for Differentiated Patterns of Care
- Catherine Wanjiru
- William Ogallo
- et al.
- 2021
- NeurIPS 2021
Post-discovery Analysis of Anomalous Subsets
- Isaiah Onando Mulang’
- William Ogallo
- et al.
- 2021
- NeurIPS 2021