Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. 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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15 results for AI Transparency

Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- - Umang Bhatt
  - Javier Antorán
  - et al.
- 2021
- AIES 2021
Explainable machine learning in deployment
- - Umang Bhatt
  - Alice Xiang
  - et al.
- 2020
- FAccT 2020
Artificial Intelligence Decision Support for Medical Triage
- - Chiara Marchiori
  - Douglas Dykeman
  - et al.
- 2020
- AMIA Annual Symposium 2020
Towards an Observationally Meaningful, Explainable Emulator for the Boussinesq equation
- - Eloisa Bentivegna
- 2021
- ICLR 2021
Applied Data Science for Healthcare
- - Fei Wang
  - Prithwish Chakraborty
  - et al.
- 2021
- KDD 2021
Explainable AI reveals changes in skin microbiome composition linked to phenotypic differences
- - Anna Paola Carrieri
  - Niina Haiminen
  - et al.
- 2021
- Scientific Reports
Using human in vitro transcriptome analysis to build trustworthy machine learning models for prediction of animal drug toxicity
- - Laura-Jayne Gardiner
  - Anna Paola Carrieri
  - et al.
- 2020
- Scientific Reports
Brilliant ai doctor in rural clinics: Challenges in ai-powered clinical decision support system deployment
- - Dakuo Wang
  - Liuping Wang
  - et al.
- 2021
- CHI 2021
TExSS: Transparency and explanations in smart systems
- - Alison Marie Smith-Renner
  - Styliani Kleanthous
  - et al.
- 2021
- IUI 2021
Experiences with improving the transparency of AI models and services
- - Michael Hind
  - Stephanie Houde
  - et al.
- 2020
- CHI EA 2020