Publications

This is our catalog of publications authored by IBM researchers, in collaboration with the global research community. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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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
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
Weakly Supervised Detection of Hallucinations in LLM Activations
- - Miriam Rateike
  - Celia Cintas
  - et al.
- 2023
- NeurIPS 2023
Characterizing pre-trained and task-adapted molecular representations
- - Celia Cintas
  - Payel Das
  - et al.
- 2023
- NeurIPS 2023
Semi-supervised Feature Selection for Efficient Detection of Systemic Deviations to Develop Trustworthy AI
- - Girmaw Abebe Tadesse
  - William Ogallo
  - et al.
- 2022
- AAAI 2022
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
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) Using Machine Learning
- - Girmaw Abebe Tadesse
  - Celia Cintas
  - et al.
- 2023
- npj Digital Medicine
SubsetGAN: Pattern detection in the activation space for Identifying Synthesised Content
- - Celia Cintas
  - Skyler Speakman
  - et al.
- 2021
- ICML 2021
Inspection of blackbox models for evaluating vulnerability in maternal, newborn, and child health
- - William Ogallo
  - Skyler Speakman
  - et al.
- 2021
- IJCAI 2020
Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning
- - William Ogallo
  - Skyler Speakman
  - et al.
- 2020
- AMIA Annual Symposium 2020